{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "bd295808-5844-4ec2-9860-6c0d4bf19ff4",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from tqdm import tqdm\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "3a137a82-b0eb-493b-b315-961855b48ea9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(7, 2, 7)\n"
     ]
    }
   ],
   "source": [
    "gr1 = np.load(\"data_evolution_error/GR1P_error.npy\", allow_pickle =True)\n",
    "gr1_time = np.load(\"data_evolution_error/GR1P_time.npy\", allow_pickle =True)\n",
    "gr2 = np.load(\"data_evolution_error/GR2P_error.npy\", allow_pickle =True)\n",
    "gr2_time = np.load(\"data_evolution_error/GR2P_time.npy\", allow_pickle =True)\n",
    "gr5 = np.load(\"data_evolution_error/GR5P_error.npy\", allow_pickle =True)\n",
    "gr5_time = np.load(\"data_evolution_error/GR5P_time.npy\", allow_pickle =True)\n",
    "gr7 = np.load(\"data_evolution_error/GR7P_error.npy\", allow_pickle =True)\n",
    "gr7_time = np.load(\"data_evolution_error/GR7P_time.npy\", allow_pickle =True)\n",
    "gr8 = np.load(\"data_evolution_error/GR8P_error.npy\", allow_pickle =True)\n",
    "gr8_time = np.load(\"data_evolution_error/GR8P_time.npy\", allow_pickle =True)\n",
    "gr9 = np.load(\"data_evolution_error/GR9P_error.npy\", allow_pickle =True)\n",
    "gr9_time = np.load(\"data_evolution_error/GR9P_time.npy\", allow_pickle =True)\n",
    "gr10 = np.load(\"data_evolution_error/GR10P_error.npy\", allow_pickle =True)\n",
    "gr10_time = np.load(\"data_evolution_error/GR10P_time.npy\", allow_pickle =True)\n",
    "\n",
    "gr10_all = 0\n",
    "\n",
    "print(gr10.shape)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "b624e72b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def rough(data):\n",
    "    return data*20.8\n",
    "\n",
    "def thick(data):\n",
    "    return data*20.8\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "047dcab3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAd0AAAHHCAYAAAD6cIKTAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/OQEPoAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd5hV1bn/P3vv0+v0ysww9C4ISrUQOmos2EEgV1MMFtQYr4k/TYxK1HhNbq6JxpjBRkysEKyIFHUQkd47M0zv5cxpu/3+OMyRYQaYgRlmgP15nvNwzt5rrf2uw57z3Wutd72voOu6joGBgYGBgUGHI3a2AQYGBgYGBucLhugaGBgYGBicIQzRNTAwMDAwOEMYomtgYGBgYHCGMETXwMDAwMDgDGGIroGBgYGBwRnCEF0DAwMDA4MzhCG6BgYGBgYGZwhDdA0MDAwMDM4QhugaGBgYGBicITpddLt3744gCM1e8+bNAyAYDDJv3jzi4+NxuVzMmDGD0tLSJm3k5+dzxRVX4HA4SEpK4sEHH0RRlM7ojoGBgYGBwXHpdNFdt24dxcXF0deyZcsAuOGGGwC47777+M9//sPbb7/NqlWrKCoq4rrrrovWV1WVK664gnA4TG5uLq+++ioLFy7k0Ucf7ZT+GBgYGBgYHA+hqyU8mD9/PkuXLmXv3r3U1dWRmJjIokWLuP766wHYtWsX/fv3Z82aNYwaNYqPP/6YK6+8kqKiIpKTkwF48cUXeeihhygvL8disXRmdwwMDAwMDKKYOtuAowmHw7zxxhvcf//9CILA+vXrkWWZiRMnRsv069ePzMzMqOiuWbOGwYMHRwUXYMqUKdx5551s376dYcOGtXitUChEKBSKftY0jaqqKuLj4xEEoeM6aWBgYGDQZdF1nfr6etLS0hDF9p8M7lKi+8EHH1BTU8PcuXMBKCkpwWKxEBMT06RccnIyJSUl0TJHC27j+cZzx2PBggX89re/bT/jDQwMDAzOGQ4fPky3bt3avd0uJbqvvPIK06ZNIy0trcOv9fDDD3P//fdHP9fW1pKZmcmePXuIi4vr8OufSWRZZsWKFYwfPx6z2dzZ5rQr53Lf4Nzu37ncNzi3+3cu962qqoo+ffrgdrs7pP0uI7p5eXl8/vnnvPfee9FjKSkphMNhampqmox2S0tLSUlJiZb59ttvm7TV6N3cWKYlrFYrVqu12fG4uDji4+NPpytdDlmWcTgcxMfHn3N/IOdy3+Dc7t+53Dc4t/t3LvetkY5aZux07+VGcnJySEpK4oorrogeGz58OGazmeXLl0eP7d69m/z8fEaPHg3A6NGj2bp1K2VlZdEyy5Ytw+PxMGDAgDPXAQMDAwMDg5PQJUa6mqaRk5PDnDlzMJm+N8nr9XL77bdz//33ExcXh8fj4e6772b06NGMGjUKgMmTJzNgwABuu+02nnnmGUpKSnjkkUeYN29eiyNZAwMDAwODzqJLiO7nn39Ofn4+//Vf/9Xs3PPPP48oisyYMYNQKMSUKVP4y1/+Ej0vSRJLly7lzjvvZPTo0TidTubMmcPjjz9+JrtgYGBgYGBwUrqE6E6ePJnjbRe22Wy88MILvPDCC8etn5WVxUcffdRR5kVRVRVZljv8Ou2NLMuYTCaCwSCqqna2Oe1KV+ib2WxGkqROubaBgcHZRZcQ3bMBn89HQUHBcR8OujK6rpOSksLhw4fPuT3IXaFvgiDQrVs3XC5Xp1zfwMDg7MEQ3VagqioFBQU4HA4SExPPOuHSNA2fz4fL5eqQzd6dSWf3Tdd1ysvLKSgooHfv3saI18DA4IQYotsKZFlG13USExOx2+2dbU6b0TSNcDiMzWY7J0W3s/uWmJjIoUOHkGXZEF0DA4MTcm79AncwZ9sI1+DMYNwXBgYGrcUQXQMDAwMDgzOEIboGBgYGBgZnCEN0z3Muv/xy5s+f3+XbPJOc7fYbGBh0XQzRPYeZO3cu11xzTWeb0WVZuXIlgiBQU1PT2aYYGBicJxiia3BWEA6HO9sEAwMDg9PGEN1TQNd1wuFwp7xOJzhHQ0MDs2fPxuVykZqaynPPPdesTCgU4he/+AXp6ek4nU5GjhzJypUro+crKyu55ZZbSE9Px+FwMHjwYP75z3+22ZYnnniCpKQk3G43d9xxB//93//N0KFDo+cbR+lPPvkkaWlp9O3bF4CtW7fygx/8ALvdTnx8PD/96U/x+XwAbNu2DVEUKS8vByIpukRR5Oabb25y3XHjxnHo0CHGjx8PQGxsLIIgRPM4Q2Qr0i9/+Uvi4uJISUnhN7/5TZv7aGBgYHAsxj7dU0CWZZ566qlOufavfvUrLBbLKdX95S9/yapVq1i8eDFJSUn86le/YsOGDU3E7q677mLHjh289dZbpKWl8f777zN16lS2bt1K7969CQaDDB8+nIceegiPx8OHH37IbbfdRs+ePbn44otbZcebb77Jk08+yV/+8hfGjh3LW2+9xXPPPUd2dnaTcsuXL8fj8bBs2TIg8tAwZcoURo8ezbp16ygrK+OOO+6goaGBN954g4EDBxIfH8+qVau4/vrr+fLLL6OfG1m1ahWXX345GRkZvPvuu8yYMYPdu3fj8Xia7MF+9dVXuf/++1m7di1r1qxh7ty5jB07lkmTJp3Sd29gYGAAxkj3vMHn8/GPf/yDP/zhD0yYMIHBgwfz6quvoihKtEx+fj45OTm8/fbbXHLJJfTs2ZNf/OIXjBs3jpycHADS09P5xS9+wdChQ+nRowd33303U6dO5d///nerbfnzn//M7bffzo9+9CP69OnDo48+yuDBg5uVczqd/P3vf2fgwIEMHDiQRYsWEQwGee211xg0aBA/+MEP+N///V/+9a9/UVpaiiAIXHrppdGR+cqVK/nRj35EKBRi165dyLJMbm4ul112GZIkERcXB0BSUhIpKSl4vd7otYcMGcJjjz1G7969mT17NiNGjGiSYtLAwMDgVDBGuqeA2WzmV7/6Vadd+1Q4ePAg4XCYkSNHRo/FxcVFp20hMnWrqip9+vRpUjcUChEfHw9EQmI+9dRT/Pvf/6awsJBwOEwoFMLhcLTalt27d/Pzn/+8ybGLL76YL774osmxwYMHNxnV79y5kwsuuACn0xk9NnbsWDRNY/fu3aSmpnLZZZfxt7/9DYiMap966in27NnDypUrqaqqQpZlxo4de1IbhwwZ0uRzampqk5zNBgYGBqeCIbqngCAIpzzF25Xx+XxIksT69eubhTNsDOb/7LPP8qc//Yk//vGPDB48GKfTyfz58zvE0elocW0tjdt99u7dy44dOxg3bhy7du1i5cqVVFdXM2LEiFY9IBz7cCMIApqmtdkeAwMDg6MxppfPE7KzszGbzaxduzZ6rLq6mj179kQ/Dxs2DFVVKSsro1evXk1eKSkpAHz99ddcffXVzJo1iwsuuIAePXo0aaM19O3bl3Xr1jU5duznlujfvz+bN2+moaEheuzrr79GFMXoiH3w4MHExsbyxBNPMHToUFwuF5dffjmrVq1i5cqVXH755dG6jQ9O51q6QwMDg66LIbrnCS6Xi//6r//iwQcf5IsvvmDbtm3MnTu3SZKAPn36MHPmTGbPns17773HwYMH+fbbb1mwYAEffvghAL1792bZsmXk5uayc+dOfvrTn1JaWtomW+6++25eeeUVXn31Vfbu3csTTzzBli1bThrDeObMmdhsNubMmcO2bdtYsWIF9957LzfddBPJyckA0XXdN998MyqwQ4YMIRQKsXz5ci677LJoe1lZWQiCwNKlSykvL496QRsYGBh0FIbonkc888wzXHLJJVx11VVMnDiRcePGMXz48CZlcnJymD17Ng888AB9+/blmmuuYd26dWRmZgLwyCOPcOGFFzJlyhQuv/xyUlJS2hyAY+bMmTz88MP84he/4MILL+TgwYPMnTsXm812wnoOh4NPP/2UqqoqLrroIq6//np+8IMf8MwzzzQpd9lll6GqalR0RVHk0ksvRRCEJuu56enp/Pa3v+W///u/SU5O5q677mpTPwwMDAzaiqCfjVnZO4C6ujq8Xi8VFRVRp6FGgsEgBw8eJDs7+6TC0BXRNI26ujo8Hk+XTe03adIkUlJSeP3119tUryv0rSPvD1mW+eijj5g+ffopO9F1Vc7lvsG53b9zuW+VlZUkJCRQW1uLx+Np9/YNRyqDM47f7+fFF19kypQpSJLEP//5Tz7//PPoflwDAwODcxVDdA3OOIIg8NFHH/Hkk08SDAbp27cv7777LhMnTuxs0wwMDAw6FEN0Dc44drudzz//vLPNMDAwMDjjdM0FPgMDAwMDg3MQQ3QNDAwMDAzOEIboGhgYGBgYnCEM0TUwMDAwMDhDGKJr0CJr1qxhwIABDBgwgDVr1nS2OQYGBgbnBIb38hlEUTX+/V0BADeO6IZJ6rrPPPPnz+fRRx9F0zTmz5/fJGazgYGBgcGpYYiuQYt4vV569uyJruvRvLMGBgYGBqdH1x1qGZw2q1ev5qqrrqJbt27ExsbywQcftLruk08+yciRIxk1ahRPPPHEcctlZ2cbe24NDM5DNE3DiCLcdgzRPYdpaGjgggsu4M9//nOb6+bm5jJ27FjGjBlDbm5ui2W2bNlCdXV1k8w9BgYG5z6hUIh9+/bx6aefGsLbRgzRPcOEFY26gIw/rHT4taZNm8YTTzzBtdde2+a6OTk5zJo1i1mzZpGTk9NimcWLFzN16lTMZjN5eXlcddVVxMbG4nQ6GThwIB999NHpdsHAwKCLEQwGeeutt2hoaGDbtm3U1NR0tklnFcaa7imiqFqb6+wpqePrfeUEZY2wojJlUAo9E11tauNMOF9t3LiRnTt3cuONN6LrOvfeey9btmxhyJAhTcotWbKE+++/H4B58+YRDodZvXo1TqeTHTt24HK1rW8GBgZdm2AwyBtvvEFBQQGSJHHrrbcSGxvb2WadVRiiewoc7YXcWsKKxtf7yjlY4cdmFll7sJLtxXWM7pGAxdR6IT0TXs85OTlMnz49+sc0bdo0cnJyeP7556NlCgsL2bJlC9OmTQMgPz+fGTNmMHjwYAB69OjRoTYaGBicWY4WXJvNRlZWFmlpaZ1t1lmHMb18hgjKKkFZxWYWMYkiXruZQFgjKKudbVoTwuEwixYtYtasWdFjs2bN4s0330SW5eixJUuWMG7cOGJiYgC45557eOKJJxg7diyPPfYYW7ZsOdOmGxgYdBCBQIDXX389Kri33norDoejs806KzFGuqeASRK5cUS3NtXxhxXCisrag1V47GaSvVYGOq3cOjIDh6X1/w0dPcpdsmQJlZWV3HTTTU2Oq6rK0qVLo+vDS5Ys4Yc//GH0/B133MGUKVP48MMP+eyzz1iwYAHPPfccd999d4faa2Bg0LE0Cm5RURF2u53Zs2eTkJDAxo0bO9u0sxJjpHuKmCSxTS+P3cKUQSm4bCYaQioJTitTBqXisVva1E5Hk5OTw80338ymTZuavGbOnMnChQsB8Pl8rFixgquvvrpJ3YyMDH72s5/x3nvv8cADD/Dyyy93uL0GBgYdR0uCm5qa2tlmndUYI90zSM9EF6N7JBCUVW4dmYHHbunQ6/l8Pvbt24emRZy+Dh06xKZNm4iLiyMzM7NZ+eLiYj799FOWLl3KoEGDmpybM2cO06dPp7S0lC+//JI+ffrQvXv36Pn58+czbdo0+vTpQ3V1NStWrKB///4d2j8DA4OOIxAI8Nprr1FcXIzdbmfOnDmkpKR0tllnPYbonmEsJhGLSWzTlPKp8t133zF+/Pjo5wceeACICGjjqPVoXnvtNdxuNxMmTGh2bvz48Xg8Ht544w02bdrUZGoZItPP8+bNo6CgAI/Hw9SpU5s4XhkYGJw9+P1+Xn/9dYqLi3E4HMyePdsQ3HbCEN1zmMsvvxxd19E0jbq6OjweD6J4/Cnqhx56iIceeqjFcyaTicrKShRFITk5mY8//rjJ+VMJwGFgYND18Pv9vPbaa5SUlOBwOJgzZw7JycmdbdY5g7Gma9AmqqqquO+++7jooos62xQDA4N2xhDcjscY6Z5BTJLIrSObr6WeTSQlJfHII490thkGBgbtzNGC63Q6mTNnDklJSZ1t1jmHIboGBgYG5zkNDQ289tprlJaWGoLbwRiia2BgYHAe09DQwKuvvkpZWRlOp5O5c+eSmJjY2Wadsxiia2BgYHCecrTgulwu5syZYwhuB9MlHKkKCwuZNWsW8fHx2O12Bg8ezHfffRc9r+s6jz76KKmpqdjtdiZOnMjevXubtFFVVcXMmTPxeDzExMRw++234/P5znRXDAwMDM4KfD5fE8E1Rrhnhk4X3erqasaOHYvZbObjjz9mx44dPPfcc00yVzzzzDP87//+Ly+++CJr167F6XQyZcoUgsFgtMzMmTPZvn07y5YtY+nSpaxevZqf/OQnndElAwMDgy7N0YLrdruZO3cuCQkJnW3WeUGni+7TTz9NRkYGOTk5XHzxxWRnZzN58mR69uwJREa5f/zjH3nkkUe4+uqrGTJkCK+99hpFRUV88MEHAOzcuZNPPvmEv//974wcOZJx48bx5z//mbfeeouioqJO7N3Zy+LFi8nOzuaiiy5iz549nW2OgYFBO1FfX8/ChQspLy//XnBjY+C7nMhL7fhc3+cznb6mu2TJEqZMmcINN9zAqlWrSE9P5+c//zk//vGPATh48CAlJSVMnDgxWsfr9TJy5EjWrFnDzTffzJo1a4iJiWHEiBHRMhMnTkQURdauXdtiEvdQKEQoFIp+rqurA0CW5SbZdBqPNQaZaAypeEpoCmx8I/J+2CwQz8zXr+t69N/W2n/33Xfz97//nU2bNvHII4/w1ltvdaSJp8yp9K290TQNXdeRZRlJktq17cZ78dh78lzgXO4bdM3++Xw+3njjDSorK3G73cyaNQuPx4OsyAhqJOOZrsig6Sdspyv27XTQNB1N0VAVnfpqf4deq9NF98CBA/z1r3/l/vvv51e/+hXr1q3jnnvuwWKxMGfOHEpKSgCabdBOTk6OnispKWnm3m4ymYiLi4uWOZYFCxbw29/+ttnxFStWNEtZZTKZSElJwefzEQ6HT7mvaAqWI1Pi4bq6Mya6jdTX17e6bExMDCkpKSQmJuJyuaIPJV2VtvStvQmHwwQCAVavXo2idMwoYdmyZR3SblfgXO4bdJ3+ybLM3r17CYVCmM1mMjIy+OabbwAQdJXMym0A5Bd/jC607uGxI/uma+DLN6Or4MyQkU4Qql7XIi900DUh8l77/r2uA43vNUA/6r0moB/1jOEPnOOiq2kaI0aM4KmnngJg2LBhbNu2jRdffJE5c+Z02HUffvhh7r///ujnuro6MjIyGD9+PPHx8U3KBoNBDh8+jMvlwmaznfpFNQWO1Ld5PB0uur///e95//332bVrFzabjTFjxvD73/+evn37nrTur3/9a4YNGwZEHN08Hk+zMoFAgKSkJDZu3EivXr3a3f7WoOs69fX1uN1uBEHoFBuCwSB2u51LL7309O6PFpBlmWXLljFp0iTMZnO7tt3ZnMt9g67Vv/r6et58801CoRAej4dZs2Y18ZtBUxA2VQEwcOi0k/42nYm+lR+uZ+2hgyhhlZigi+Q0Dw6PBU3RURUNVdXQFB1N1aMzXqeLKInUN9S2S1vHo9NFNzU1lQEDBjQ51r9/f959912AaJDt0tLSJimlSktLGTp0aLRMWVlZkzYURaGqquq4QbqtVitWq7XZcbPZ3OwmUlUVQRAQRfGEsYtPii5CozAIIpxOW61g9erVzJs3j+HDh1NTU8OCBQuYOnUqO3bswOl0nrDuN998wy233MLq1atZt24dV111VbMyy5cvJysriz59+nRUF05K45Ry4/9PZyCKIoIgtHjvtBcd2XZncy73DTq/f3V1dbz55ptUVlbi9XqZM2cOcXFxTQupAjQujZjMILVOGjqqbxUF9Wz5vBB/bRiTWaK+MkioQSG9byyS6ei/cwFR/P5hWzKLSJKIaBKQJBHJdOS96ch7STj+MUlAEAQqK+3t3p+j6XTRHTt2LLt3725ybM+ePWRlZQGQnZ1NSkoKy5cvj4psXV0da9eu5c477wRg9OjR1NTUsH79eoYPHw7AF198gaZpjBw58sx1pjUoIVCCEG4Au7dDL/XJJ58ARBMe5OTkkJKSwvr167n00kuPW0+WZd58801ef/11unXrRk5OTouiu3jx4mi2oc2bNzN//ny+++47BEGgd+/evPTSS03W2Q0MDM4sdXV1LFy4kKqqKrxeL3Pnzm06wu1iBBtkivfXUl3cQDigYLWZMdskYlOcyCGFuDQXrlhrE7GMiugZyDfeHnS66N53332MGTOGp556ihtvvJFvv/2Wv/3tb/ztb38DIiOY+fPn88QTT9C7d2+ys7P5f//v/5GWlsY111wDREbGU6dO5cc//jEvvvgisixz1113cfPNN5OWltYxhp+Kh1/ZTji4CuQgqGHodyUktHGU2Mon0JaorY1MmzR7yj2GpUuXIkkSEydOJD09nQsvvJCKioomWwo0TWPp0qVRD/KZM2cybNgw/vrXvyJJEps2bTqnRy8GBl2d2tpaXn311bNCcFVVozyvnqqiBnRdx2yV8CbZqSn1Y3WYECWISXaQ3N2D2dq+zopnmk4X3Ysuuoj333+fhx9+mMcff5zs7Gz++Mc/MnPmzGiZX/7ylzQ0NPCTn/yEmpoaxo0bxyeffNJk/ezNN9/krrvuYsKECYiiyIwZM/jf//3fjjFaVWDj622ro4Qiglu5D8x2yPsaijdD90vA1Hya+7gMu+2UhFfTNO677z7Gjh3bLEH9seTk5HDzzTcjSRKDBg1iwIABvPnmm9x7773RMo0OGI0zCfn5+Tz44IP069cPgN69e7fZRgMDg/ahtraWhQsXUl1dTUxMDHPnziUmJqazzWqR2vIAJQdqUcIR72l3vI2UHl7qKwN8+5+DhIMqNpeFHkMTz3rBhS4gugBXXnklV1555XHPC4LA448/zuOPP37cMnFxcSxatKgjzGsflGBkhGu2R5wUbF4I+SLH2yK6p8gvfvELtm/fzldffXXCcqWlpXz88cdRUQWYNWsWOTk5TUR38eLFXHnlldF11Pvvv5877riD119/nYkTJ3LDDTdE91obGBicOWpqanj11Ve7vOCG/JGp5IaayNZNi81ESk8v7rjIYCo+3c3EHw0kHFCw2E3nhOBCFxHdsw7JFBlxtoVwQ2RK+dBXEcF1p0FKIgz/EVhO7NTU7Npt5O677+bTTz9l9erVdOvW7YRlX3/9dRRFabIW3rgHduPGjVGP5iVLlvD73/8+WuY3v/kNt956Kx9++CEff/wxjz32GG+99VaLe6QNDAw6hpqaGhYuXEhNTQ2xsbHMmTOnywmupmqU5/uoLPSh6zqCKJDQzUVCNxfiMeuyZqt0zohtI4boniptFT+7N7KGW7w5IsDOROh/VYc6U+m6zt13380HH3zAkiVLyM7OPmmdnJwcHnjgAebOndvk+D333MPChQsZNmwYe/fuJS8vj0mTJjUp06dPH/r06cN9993HLbfcQk5OjiG6BgZniGMFd+7cuXi9Heus2VbqKiJTyXIoMpXsirOR2sOLxX7+SNH509OuQEKfyBquEoyMcDvYe3nevHksWrSI999/H5fLRUlJCaIo4vV6sdubu8V/++237Nixg3fffTe6NtvILbfcwsMPP8yzzz7L4sWLmThxYjSISCAQ4MEHH+T6668nOzubgoIC1q1bx4wZMzq0fwYGBhGqq6t59dVXqampIS4ujjlz5nQpwQ0HFIoP1OKrigQHMlslUnp48SR07PacroghumcakzXyasuU8iny17/+FYAf/OAHTY7n5OQ0G8k2Hh8wYEAzwQW45ppruPPOO/nPf/7D4sWLmwQukSSJyspKZs+eTWlpKQkJCVx33XUtRvwyMDBoX6qrq1m4cCG1tbXExcUxd+7cFoPZdAaaqlFR4KOiwIeu6QiCQHw3F4kZzaeSzxcM0T2HaYzS0rhP1+PxnDCARKNIt0RiYiKKolBRUcHNN9/MO++8Ez1nsVj45z//2X6GGxgYtIqqqipeffVVamtriY+PZ86cOV1GcOurgpTsryUcjGyvdMZYSe3pxeo4v7cSGqJr0Caqqqr4n//5n2axsA0MDM4sVVVVLFy4kLq6ui4luOGgQsmBWuorI1PJJktkKtmbeP5NJbeEIbpnEskEI37U2VacFo3OUgYGBp3HsYI7d+5c3G53p9qkaTqVBT7KD9dHp5Lj0pwkZrnPmmhRZwJDdA0MDAzOIiorK1m4cCH19fUkJCQwZ86cThdcX3WQ4v21hAORqWSHNzKVbHN24lTy0UGMTjGoUEfQNawwMDAwMDgpXU1w5ZBKyb566ioCAJjMIsk9vMQkOU5S8/zFEF0DAwODs4CKigpeffXVqODOnTsXl8vVfhdoQzIWXdMJ14ns31COKESmjuPSXCRluY/JAmRwLIboGhgYGHRxKioqWLhwIT6fj8TERObMmdO+gluxB/Z9HhFdVYEBP4TEln03GmpCFOypJFwjoWfo2GMspPWKweY6v72SW4shugYGBgZdmPLycl599VV8Ph9JSUnMnj27fQU33AAbXoOavCPJWHKh5hCM+C+IywZ7JDORHFYpPVBLbXkgkmNc0knt5SUh3YMgCCe+hkEUQ3QNDAwMuijHCu6cOXNwOts5sE5dEVTuOZKMxQw2V+TYwdVQvBldslEVSqasNgbN5AGLndgUB44qhZhkhyG4bcSYfDdoN9asWcOAAQMYMGAAa9as6WxzDAzOasrKyqJTysnJyR0juLoOpdtBsoKmgTcdbLEQ3wvisvEHLRzYJ1KyrxKtfD/26u/oYf6KVHEzbrkQgrXta895gDHSPYMomsL7+94H4Npe12ISz62vf/78+Tz66KNomsb8+fNZu3ZtZ5tkYHDGUVSNf39XgKqqOPVTa6OsrIxXX32VhoYGkpOTmT17dvsLLkD5LghUQ+qwiOiGfJByAUqvKyn1JVGj+SDGh6TUkeStJtZahqCrKNUHifftQdjxAdjc4E75/mXrOjGfuyLn1q++Qafi9Xrp2bMnuq4TFxfX2eYYGJyVlJaW8uqrr+L3+0lJSWH27NnR5CLtSrAWCr6LvO87HWwedDlIdbebKT2ko6l+EERiu6eQ1L0PJrMEmgoN5ejVhwnuLgBRAtkPVQciL4jElXclgzv1iAh3fpSsroQhuucwCxYs4L333mPXrl3YbDbGjBnDM888Q9++fY9bZ+HChfzoR02jZlmtVoLB4Emv9+STT0bz8K5bt+645bKzs3n55ZeZOHFiK3tiYHBqaKrKthXLABg0fhKi1PVyszaOjAEuz7Twxuuvdbzg6nokt7emRMQxsS+BfespLo0hoMkgiticZlJ7xeDwWL6vJ0pHhDSeUm8R+pApEKqG+mLwlYKvLOKYdawIu1Mi13Eln/cibIjuOcyqVauYN28ew4cPp6amhgULFjB58mR27Nhxwqkqj8fD7t27o59b6yiRm5vL2LFj0XWd3Nxchg8f3qzMli1bqK6u5rLLLmt7hwwMzmFC9VW88fpn+P1+UlNTue22205LcDVVY2duMQD9x6Q2zepTui0ikJIZJX0MZfvrqM6LXEuUBJJ6eIlLdR73b19RNXJLBerWF3PLyCxMntTICVWBhvKICNeXRN6HG6Byf+QFYHF9L8LuZLB2bjStM40humeYsBompIYIyAHcHXyzffLJJ8D3WYZycnJISUlh/fr1XHrppcetJwgCKSkpbb5eTk4Od955J7qu87e//Y277767WZnFixczdepUzGYzeXl53HXXXXz11VeEw2G6d+/Os88+y/Tp09t8bQODs5lQXRWHv/0YTQ6RmprK7NmzW8x53S4EqqFwA7oONdZhlG5rQA1Fwjd6PTIpwxMx2a2n1rZkAk9q5AVHRLjsKBGugLAPKvdFXhAR3aOno63tuB2qC2KI7imiaEqb6+yr3sfa4rUElSBhJcyErAlke7Pb1MbpOF/V1kY8DU+23urz+cjKykLTNC688EKeeuopBg4ceMI6GzduZOfOndx4443ous69997Lli1bGDJkSJNyS5Ys4f777wdg3rx5hMNhVq9ejdPpZMeOHe27/9DA4CygtKQkKrhpaWncdtttbRbco6eobxzRDZMkoqga3x6sAqD3yGQskhhxljr4JYEAFNdlEAjGABpWh4nUzABOhwqWdpyCl0zgSYu8ICLCvtKIAPuOiHCoPvI6WoSjI+GUM5J7/ExiiO4pcLQXcmsJq2HWFq8lry4Pm2Rjfel6dlbv5OKUi7FIlpM3cIRT9XrWNI377ruPsWPHMmjQoOOW69u3L//4xz8YMmQItbW1/OEPf2DMmDFs376dbt26HbdeTk4O06dPJzY2spF+2rRp5OTk8Pzzz0fLFBYWsmXLFqZNmwZAfn4+M2bMYPDgwQD06NGjzf0yMOhMWhK7tlBcXMwbb7yOJoeweRO4deasjhvhAmrhZsoO+Kiq80BqT0RJICHdgfT1x4QL1uO4bAgduutWMkW2JXnTjxgkR6a560sio2H/USJcsTdSxur+XoDPARE2RPcMEVJDBJUgNsmGJEq4LW4alAZCaqhNonuq/OIXv2D79u189dVXJyw3evRoRo8eHf08ZswY+vfvz0svvcTvfve7FuuEw2EWLVrESy+9FD02a9Ysfv7zn/PMM89gNkfCwy1ZsoRx48YRExMDwD333MOdd97JZ599xsSJE5kxY0azkbGBwdlIWNGoCdQTkOsIKIHo38DRFBcX8+qrrxIMBrF5E0m/aAo2m63DbKo5VETpN/tQFDPEZ+NJ9ZKS7cUk6dQIoOnw7cEqDmj53HBx9zY/QJwSkrmpCCvhI9PRjSJceZQI74mUsXnAlfL9aNhydiVXMET3FDCJJq7tdW2b6gTkAGElzPrS9bgtbpIcScTb47mh9w3Yza1/sj2VUe7dd9/Np59+yurVq084Wm0Js9nMsGHD2Ldv33HLLFmyhMrKSm666aYmx1VVZenSpVx77bXRcj/84Q+j5++44w6mTJnChx9+yGeffcaCBQt47rnnWlwLNjA4W9hf7uPzfZvZH/oUSa+nfH0Vtwy+ih7e72dyioqKeO211wgGg6Snp2PrPx7J3PLD99Ee2P0uncA7GyPOUa0ZWeuqjh5U2b++BC1/MyhgiY0ndVR/XLGRdVtdaftSWYdhsoC3W+QFERFunI6uL4ZAFQTrIq+oCHu/HwW7UpqKcBuSOJwpDNE9Rdoqfm6rmwlZE9hZvZMGpYF4ezwTsiZ0qDOVruvcfffdfPDBByxZsoTs7LatH0NEOLdu3XpC56acnBxuvvlmfv3rXzc5/vvf/56FCxdy7bXX4vP5WLFiBX/961+blMnIyOBnP/sZP/vZz3j44Yd5+eWXDdE1OGvxhxU+2pZHfugbghRi1hxsLSki3rWc2QNTcJgdTQS3W7du3HLrTBZvLW93W6qKfIQP+dBDKgcCdSS5g3TPhoRLRiFYT9FR6kxjskBMRuQFzUXYXxnZbxyshfIjOy5s3sgIOOyDAytBDZ80icOZxBDdM0i2N5uLUy4mpIa4ofcNHe69PG/ePBYtWsT777+Py+WipKQEURTxer3RdaPZs2eTnp7OggULAHj88ccZNWoUvXr1oqamhmeffZa8vDzuuOOOFq9RXFzMp59+ytKlS5utFc+ZM4fp06dTWlrKl19+SZ8+fejevXv0/Pz585k2bRp9+vShurqaFStW0L9//475MgwMzgD1QYX9lRWEKAXdiqYLmLQ4Kvw1+GQf1WXVvP766wSDQTIyMpg5cyYms4WwohGUVfxhBY/d0mSt+Pphqa269tFtKLUyGz89jB5UkUQZMeRDd0HM4OEI1tZPx55ozVrRoC4oR20+IzQT4dAxIlwVEWBfGRxcBVX7IyJckw+7P4xMY3fymrAhumcYi2TBIlnaNKV8qjSOKn/wgx80OZ6Tk8PcuXOBiDOTKH7/h1RdXc2Pf/xjSkpKiI2NZfjw4eTm5jJgwIAWr/Haa6/hdruZMGFCs3Pjx4/H4/HwxhtvsGnTpiZTyxAZRc+bN4+CggI8Hg9Tp05t4nhlYNAeqLKMHA4hB4NYOyKU4lEU1QSoC8ooeghdCKIqafjVKhIcvaivqOffb/6bUChERkYGs2bNwmq1squ4luU7S1F1HUXTmDoole7xbVun3F/uI3d/BaGQilLsp4/VSiggI5gh1lRMcrKFoJBA2JqOcIyQnoqv8oHyBnZUCxTsrUBHYOqgVHoldcLOA5MVYjIjL4iIcH1JJJ60TiSJg65FtjAFaiLT0oboGnQUuh4J/Nq4T9fj8TQRWICVK1c2+fz888+3SfgeeughHnrooRbPmUwmKisrURSF5ORkPv744ybn//znP7f6OgYGp0JVYQH52zcjh8JoqkrvkWOIT89oczut8VLeVVLHzuJ6kuKqKSjNIkAFoiQRZ4tloHVgVHAzMzOZOXMmVqsVf1jh9W/yKa4NYreKHK7ys2xHCTNHZrbaNn9Y4T+bi6gu85OuiNQHg+y1KvSKsWKrPAyan7oGF+5emVjsp/+T7w8r/Gt9AVVhMMsq5fUhlu0oIS2mOw5LJ0uKyQqxWeBMgNIdcNAHJhuE6sCV1CWiYRlZhgw6nKqqKu677z4uuuiizjbF4DxCDgbZ+10uvqoqNFWmuriQHau+wFddha5p7XadsKKxr8zHtweq8ClVpCUEGZqWxQ8zfsRF5tEMsFzG++9+SygUwh6bjKXvZUimiDfzgfIG8isbsJlFJETqgzL7ynzUBeRWX3/jgSrytlWS0KAjhzVqVYWdJoWGeB9huZTKgMhu1YOU6cFsPfG4NqgK1AUiU8YtoWk6q/dUcKC8AYsILouJ1BgbtQGZ+mAXcsiyOKFfJJ40ugqOBOh7RaePcsEY6Z5RTKKJG/rc0NlmnHGSkpJ45JFHOtsMg/OMkL+BmqJiNE1FDoWQQyFKD+5nx+ovsLncWOx2rHYHFocTq92OxeHAYndgtTsQxNaNR/aX+/hsewnlvhBZ8Xb69MgjK96OHEwizZqCw5THd+s2oykm+mZn4ex3KeIRwQ3KKtuKarCZJQRBxm4RqQ3IqDpsK6wlEFaRVa2ZADau3VY3hNi8vZKDe6pwqlCt6wRcIjUOHaeoUJa3igZrLfVSd+iWwJryWvqEYyNBMlrgoOrg4/I4igPVyIjRae7G61U1hNhcUEdJbRCbSUIUwGs3U14XIsFtxW3rYnKS0Ae6XxLxXh7+I8N72cDAwKAjEU0S4WAAJRzC4YkBXcPudmO22UHXCfv9hP1+qKyI1lE1jfV5NQgWK5cO7Ibd5cJqdyBZbWiBBgTr9/to/WGFf393mLL6EDaziGCuJL+mnIz4JFJsvQhWl1FbsAeT6sGZkMKAcZdzuCYcrf/NgUo0TeCi7DjWHawmpGj0TnLidZjZWVzPyj3lOK0mZEWhZ4NON6fA/vIGcvdX4PfJHNpSTqrNgtdmZni/BJZX1KHpOiMyvAxSd1BUF6DOZGWzlE0fXYuORuOdzZ2eAiq8H0pnh+ZANMnsKK6jNqAwoX8iufsrqA8qbCmsoU+ym/QYOzNHZvD8f0rxhRTinBYmDUjp/KnlljBZI68uMMJtpAt+SwYGBganT2XBYRIyu+OrrkIyW0ju0ZteF48mLq0bSihEyN9AKOAnHPAT8kf+Dfh8AOjhEL6qSgI11UBEjIN5NQDsCh/E7nJSGoCCvSXEqCIuhxOvp5DqsEqaoyf78msoWr8MXdO4MDMW78CLyasOEZI17BaJPaX1FNUEkUS4dlg6FkkiKKvcOjKD2oDCUx/tpCGkouk6Gw7XsKFW48J4yK88QEOJH3dQJ2wSKVd0Jl6SSZ/esTSsPUxQVpnZX8JyqIqv4+ysbuhNWDdRUO3HYpaOOxrdHxQ5oLpwWDWCALrOjqI6dhfXUlofwmISEQWdA+UN3HRRBjFWkd5enR494rhtdNaZ814+BzBE18DA4JzDX1dLdVEhzphYeg6/GFGSuGDitKj3stlmw2yz4SK+ST1F1dhmPYAWDtCtTwxqKEjI30CgoQGkelBV5FCQUDDIroIa3L46NL+MM+xDrasixe5AFg9SvGYNAuB0u7n1qilsrdIoqA1zoMJHvNPCWlnFapYYlhlLrMOCxSRiMYk4LCYCskaq10ZZXRBVA5tJoiQMBdUQCvrxBHREQcATb8ecYiMh3YUgCFhMIjZRxVH8DZIk0qP/cCi1Y5MVHFaJeJeFsroQ3WKb7pyobAizwy9hQyMg6MQ5zUiiiMsW2QJllkQkQaRbrAOP3Yx4JPOQSQSPzdw1R7hdGOPbMjAwOOco3rsLgJiUVOrKImuY5laGWBTMFiSzhdjU9KiXsqJqbBAK0BWZ7L4x5O4qREr00MPuY3dBCfWhfBJNIr3scXy3eiWCqmJzeom3msnfvB67BmUHaigoDXBAtJAQ6+Xivmmk93WjhENNru+2mYhzWrBZJOxmCY/VRIyu0jsYpsTsobi8GtEcQkodSJzH1mT0mlC9CUx+sHno1u8yLgkWEZRVBqd7yKsKsPZgJXZLYrR8fVBm5Z5yzJrCZS5YG5dJgybSL8XNpX2T+GJnKV/urcBpkXBaI3a5baZIMnuDU8IQXQMDg3OK2rJSGqqrEUSRlJ69qSsrbbe2BZOZPXVQY47BnhbLlf2SePGbL9ACfnrFOCj84iCqzYndHUdc9iBMFXsxWSyooTB1DQHEkB+XFMBU00Dlvhp2UoYkCvgP1yNYbeRbK7C7nIyO19ixP4BcJ5FeW42tcisSYXqlVlEjqdSaY4h1mKNrqYqq4QgU4W44BImxEQci0RQdQV+cHYesVVJUE+SrvRX4ggohVeWzHSVIh/PosTWXTL2B1OQySi4YxbWjh+KxW7BIAjuK6wiENeKPWrsNBA3RPVUM0TVoN9asWcPtt98OwCuvvNIkcYKBwZlA09ToKDcxszsWW/sFoQkrGkU1AYJhBZvFxOge8YhSkFq1ADHs49BXRZh0Ez369UfsNQ4dAactTL9xl1PhCyP5duATS7EoYfql2QkF/SiSBUmXQVPRAw3UlpXgqxBBVhlUXYbsC+IJFRD212LyOvHaQwwI5mF19mD6yEy87iP9U4IkVa0HQE8aGEkOr36/LUoQBMb0TOCzHSXsLaln1d4KwopKlkPk6l0rSK8pBlHA6qojffs6bFeMACz0THQxukdCdL3ZWLs9fQzRPYPoikLNu+8BEDPjOgTTufX1z58/n0cffRRN05g/fz5r167tbJMMzjMqD+cTDgQwWa0kdj9xqsjjBbw4NiQjRLYGrdhdRnFNgKx4B9demE5GnIOvCr4m5KsmfCAPUyiRXr16cdNNN2E2m5FlmY8+2gKA12klNi4GqUrBbjXhj3WQ4LYyZEx3TILO9tz9aOEAqb281JTUUHWgHFEzYxIaMJlUJKcEyDhiYhDUfbgJ4zgq761weC2SGkQ2uyHtwhb7azGJjOgey9LNRfiCCrFqgG6Fe7Hv3wWiDghoZguS34fm84HbFa3XuN5scPoY36JBu+H1eunZsye6rhMXF9fZ5hicZyjhMKUH9wOQ0rM3ksmEprZtGrQxnKI/rFDVEGJoZgwiAos3FVJYHcBmFhFFgUNlDexatYX15bnU5O8gPZBGz6ME91gcFhOTBiSztbCWQFhrss1GUTVEmwNBsuGvd6IqVuK6JWEz1SHG6mRVbaBw5zZMZguhhnokkxnp6IQrVQeRag4xskc89LsSWrh+IwIC6bofR/FOEhqq6BtvRTFZUOQQlsQEREVG8cQguk4c0tEkiYxJ1pl+UdtzCJ/vGN/WecLzzz+PJEnMnz//hOVefvllLrnkEmJjY4mNjWXixIl8++23rbrGk08+yciRIxk1ahRPPPHEcctlZ2fz+eeft8V8A4OTUnJgL5qiYHO7iU1Njx5XNY1vD1bxz2/zUdTjR6LyhxWW7SilvD5IjV9me1EtizcVsafMhy+kYLOIuG1mhmbEUBdUWFbyNRvzt+MOuYiN78ENN9wYFVxdUah9+x28a9dGU+c1TtWO6RnPbaOzorGKJVFgSkYcF4oWArVhBEEgMdONOcuJyeum96hx2N0eEAQcnlg83hRE6YjoygHI/ybyPmVIJPzhcZCLi5G++YqBhzaTEqzGbTNREZtG8eTrsKang6KguDzUXjga0XF25ag9VXRdR1c0tICCWh9GqQqiVAQ69JrGSPc8YN26dSxcuLBVCeJXrlzJLbfcwpgxY7DZbDz99NNMnjyZ7du3k56efsK6ubm5jB07Fl3Xyc3NZfjw4c3KbNmyherqai677LJT7o+BwbEEfT6qCg8DkNa7H8KRbS1toT6oUFgTQFZ1TKJIktuGqukMTvcQlBU2F9TitVmoqA/REDjIjoJvEXVI9wwkddgETK1YLjp2qjbYIFO0t4ZAfSRohsNjIa13DJJVQiirBSAurRuZA4cgh0MMuHQCX+//1/cN5n0dibjkiIPUoc0vqGlYykuo/2wH1NUhAQPSYtgmxbI3Jp2h/bsxqn8iXns9aiBARe9xaI6uE0iirehaRERRNPSQjO4zoasieqEPXRPQZQ1d0b7/V9EiiRGOIlxX36E2GqJ7htHCYfRgEM3vR/J0fPBtn8/Hbbfdxp/+9Cf++Mc/nrT8m2++2eTz3//+d959912WL1/O7NmzT1g3JyeHO++8E13X+dvf/tZiXtzFixczdepUzGYzeXl53HXXXXz11VeEw2G6d+/Os88+e8LcvQYGLVG0dyfo4ElMwhUXf/IKLaCoOlW+EEFZI9Ed2R6T4LYyskc8aTF29pc34AspaMEQh/M/QhJUBjr7kzpkCqLUtlw9uqZTVlBHxWEfuq4jSgLJ3b3EpjqiDwy3Hkl6oKkqktmMZDZjPioiFpX7oeYwCOIRb+XvJy51VSW8/wAx365BCvjRsmKQLGasPXvSo2cvMrdUkHTEOcptFqmxWBAtFm66pHcTXxOTJEbt6Ax0VY+KY6NY0iiactPjURFtRNOg7MiI3dHQ5Ps5FkESEcwCgklEEjo217AhuqdI45RRWwju3Yt/zRq0YBBdDuOeOBFrjxM7exxLW52v5s2bx/Tp07n88stbJbrH4vf7kWX5pGu0GzduZOfOndx4443ous69997Lli1bmo2ulyxZwv333x+1LRwOs3r1apxOJzt27MB1krUkA4Njqasox1dZCYJAau9+p9RGIKyy7lAV/VI8lPvCmCSxybpr49RwVUkBeXsWI1l8pLmS+dGgW4kflYkgtX5krQUUDmwqRzmy7cYVZyO1pxdLG2IXS3oYofBbEIC0oZGRLqCHw4QOHCC0Zw9aIMjoFBuC1YO1d2+svXsjWiK5epuMuPX2S/5wMo4V0GP/5djjmn7yRltAMIkIkoBgUxAkHSHJjmA1R46bRASzCEf+FUwigvj9/5+/su2zJG3BEN1T4Ggv5NaihcP4v1lD+NAhBLsd/7p1BHfsxDFyJKKl9W74bfF6fuutt9iwYQNr164lHA6fvEILPPTQQ6SlpTFx4sQTlsvJyWH69OnExsYCMG3aNHJycpqkCSwsLGTLli1MmzYNiOTynTFjBoMHDwagRxsfQAwMdE2LbhFKyMjCesxapChJDJ4wlZ1HvJRbQtV0vtpXgT+s0iPJhdtuRlH1Zltk5OoiarZ/Tq2jnJTkFGZmXIfN1Pq/XVXVUEoDqDVhQlkWLFaJ1J5evImtXz81SZE9tybfViTdCa5kSB6MFgwS2ruX0N596HIkQ5HocGDt2wdrjx4ds1NCB13W0BTlKKFU0RW9RVFF1qLpRtuCIAhg/l4sBZOAYJaOCGjz95iESB1VAcUfaaS7B6SuIXddw4rzAD0YRAsGEex2BElC8nhQG/zowSC0QXRby+HDh7n33ntZtmwZNpvtlET397//PW+99RYrV67EdoJoPuFwmEWLFvHSSy9Fj82aNYuf//znPPPMM1HnkiVLljBu3DhiYmIAuOeee7jzzjv57LPPmDhxIjNmzGjVurOBQSOVhYcJNTQgmc0k9+jZ5vphRWNXSR19klx4HBYu7Z3Ax9siwTSO3iKzb99eitZ/TrWlkqSUJMaPGk/3itZPu9ZXBSneV8PwWBfEQkySg+QeHkzmU0ghX5+PVlOCFsqAHsMIbdpE+MAB9CNOYpLHjbVfPyxZWa3OlgSg66CFVQjpTUecR49MjxxTgjIJZVYCm8qR2ji1LohCdITZVEyP+veY9+cShuieAoLJRMyM69pUR/P70eUwDd+uQ/J4MCUlY0uIJ/amG9vkKdjaJ9b169dTVlbGhRd+v2dPVVVWr17N//3f/xEKhU74x/KHP/yB3//+93z++ecnFcIlS5ZQWVnJTTfd1OS4qqosXbqUa6+9Nlruhz/8YfT8HXfcwZQpU/jwww/57LPPWLBgAc8991yLa8EGBseiyDKlB/YBjVuEjr9VpiX2ldXzybZiKhvCVDWEuH1cD9y25m3s2bOHt//9b8KECMWbGHPhhQxNGopQefJraLpI0d5aGmojU8lmm0Rarxhcsa0LSXks4d3bCaxZhdoQpKHIjHmLjCkhEtbRFB+HtV9/zOlpCIKArupoIeWYEaeOElLwVgQRVZ3gjkoEWUWutIMOgc0VJ1z7bEQ/OvCGqQWhNB81hXusmLZhKv60kEww4kdn5lptoNMfIX7zm98gCEKTV79+36/LBINB5s2bR3x8PC6XixkzZlBa2jSsW35+PldccQUOh4OkpCQefPBBlFNYc20LgsnUppfk8eCeOBHJ5ULz+zElxOOeNAnJ42lTO61lwoQJbN26lU2bNrFhwwZWr17NiBEjmDlzJps2bTqh4D7zzDP87ne/45NPPmHEiBEnvVZOTg4333wzmzZtavKaOXMmCxcuBCIOXStWrODqq69uUjcjI4Of/exnvPfeezzwwAO8/PLLre6jwflN2cF9qLKM1ekiLq3bCcuGFS2anL3GH2bN/gr+94t9VPjCWE0ibquZDfnVzXLX7t69m3/961+oqkogxYw3oy+prjRSnCknta8+IFEXTqa2PAhAfLqLnhcmnbLg4g9S+9ZrhCtVVNmDXGshuLsEXYzD0vNiTN0uRK2xEthcTsO6Ehq+K8G/qZzA9kqCu6sJHaglnF+HUtyAvV7G6lfQfDJ6SG3iwSuYRUS7CcljwRRnw5zswJLuwtrdg61XDPb+cdgGxlOZEMI+PAnn8GQcFyRiHxiPrU8s1h5eLBluzClOzAl2TDFWJKcZ0SqdOcHtwnSJke7AgQOb7Ns82vX+vvvu48MPP+Ttt9/G6/Vy1113cd111/H1118DkdHUFVdcQUpKCrm5uRQXFzN79mzMZjNPPfXUGe/LibD26IFj5Ej0YJDYm27sUO9lt9vNoEGDANA0jbq6OpxOJ/Hx8dHjALNnzyY9PZ0FCxYA8PTTT/Poo4+yaNEiunfvTklJCQAul6tFJ6fi4mI+/fRTli5d2qRdgDlz5jB9+nRKS0v58ssv6dOnD927d4+enz9/PtOmTaNPnz5UV1ezYsUK+vfv395fhcE5SMjfQMXhfABSe/c94TTq/nIfX+0rp6ohzPbiWnomurCZJOoDMnarSLzTSr9UN5UNYeqD34vu7l27eOedd9B1jfQ+3WiIVRBEkcEJER+ExtGjFlaR7N//ZoWDCsV7qiirsaDpIlaHicyBiTg83y8j6ZoOasvORMd642phFetBDSkvn3CJHcHTH93kxpSaBpKEFJOJrlpRa5smToAjU7mmpqNOTYL6Oj+aKGDpHYNJgvCBIIg6jhFJiCcIrtGIJsvoEk0ckAxaR5cQXZPJREpK8yfH2tpaXnnlFRYtWsQPfvADIDKq6t+/P9988w2jRo3is88+Y8eOHXz++eckJyczdOhQfve73/HQQw/xm9/8BksHrJeeDqLFAhZLl9l8np+fj3jUD9Zf//pXwuEw119/fZNyjz32GL/5zW+a1X/ttddwu91MmDCh2bnx48fj8Xh444032LRpU5OpZYg8MM2bN4+CggI8Hg9Tp05t4nhlYHA8ivfuBl3HHZ+AJyHxuOX8YYVl20spqA5gEgWqfCFkRePKwan0TfWws7gOh9lESW2QBLeVWKeFW0dmsmvXLv7974jgdkvKptvFKezZf4g4Sze8Vi9yuZ/Q/pqoh619QDxSrJXqAh8Vh+rQggomRSLOpJHuNSOWNBAoqG/qWNQK9GCQcGEhwqGDSP4qBAk0WUByWxGtGpLHgTUrFtFlj07pNpnObSFalKJqNJTVAWCKtSHpGoIpMtQ9lf3NBm2jS4ju3r17SUtLw2azMXr0aBYsWEBmZibr169HluUmnrP9+vUjMzOTNWvWMGrUKNasWcPgwYNJTk6OlpkyZQp33nkn27dvZ9iwYS1eMxQKEQp9/2RYVxe5CWVZRj7i/deILMvouo6maWjaqbvX65qGfsQ9X9M0hNNoq03XPeIxuHz5cgRBaNKHL774ImoPwIEDB47bTkt9f/DBB3nwwQdbPC+KIuXl5SiKQmpqKh9++GGTMn/605/405/+1KrrHI/GvjX+/3QGmhbxypRluc1OJSej8V489p48FzjVvvmqq6guKQYBErJ7nrB+VX2Q/KoGJEHAJAoMSHGjAUMzPGTH28mr8FEfDNMvxcH4PgmYBZ1t27bx3nvvoWka3RKzyezVl/LAAdAEksw9CDcECW4uRa4KgElE219D4FANfocFWVYRIBK9yqIiSCbkcj+auWUbo45CJqHJuqeuhJAPHkAuLkDXFYTQd+DV8IwdQc0Xu1Dr92HpOxznhIuRsmOi7ek0zhTrkfR7x0nBd8OFqZFSmoqsKKhHwmXKsozQCg/j8+G+7Cg6XXRHjhzJwoUL6du3L8XFxfz2t7/lkksuYdu2bZSUlGCxWKLero0kJydHpz1LSkqaCG7j+cZzx2PBggX89re/bXZ8xYoVOI4ZhTaOxH0+3ylvvYHIVqNgMLK+I9TVnfGEB/X1HRtp5XiUl5dz55130rdv3+jDTXvTWX2DiPd2IBBg9erVHeZLsGzZsg5ptyvQlr7puk7D4UOo4SAWbyz5gdVNzqs6rC2LjNZGJunIKuw7JFLhB68Z9u6vwm2B3FX7I0nYAwJ2DRJrS9m9bjdra2o4ePAgADExMVjVOFbt/wKq/WSb0ogP72bVR3vodsiBWRbRgaCoIYZFqq0qiklHdGoINgVH2X50VL7L34puEtBE0EQdXQRNiPzLMQNLIRzGWliEpbwsKn5mWxDJWYdqs7JNjcXtciJaLdTExaHv2gm7dp7ydx/50lS827YCUGuzQhseHM/F+9Lv93do+50uuo17NgGGDBnCyJEjycrK4t///jd2e/ul5TqWhx9+OBqkASIj3YyMDMaPH098fNOINsFgkMOHD+NyuU64daY1eE8S1akj0HWd+vp63G53p0wfeTweHn/88Q5pu7P7BpH7w263c+mll572/XEssiyzbNkyJk2a1GIg/bOZU+lbVVEBRXYzoslEn1HjMB2zfKSoGg0bigCYdmEaJXUhDjsLWLG7ghiHhQuzY5g8IIWeic4mZa+5MI19e/fw/vvvA+DJ9JB0UTKuIjeJ4Xiyeg9gSvZkTKpEcHslwUAl4YoADZKIyyqh2yTcQxNJ6RuL2SqhKwrV79Swc+cOxl59OZaT/JZpwSChXbuRD+xHT0qCpCRMyclYe6ZjLvsa9AHoWWPQvdnUqRFR9Fx9dbs8uOuKQl0wMuvnmTatVW2ey/dlZWUr3NJPg04X3WOJiYmhT58+7Nu3j0mTJhEOh6mpqWky2i0tLY2uAaekpDQLyN/o3dzSOnEjVqsVq7V5uC+z2dzsJlJVFUEQEEWxyfrn2ULjtGtjH84lukLfRFFEEIQW7532oiPb7mxa2zdVUajMO4gkSaT26oPd2TxGsCBq0Sl+s9nM7rIqUrwOxvRKIN5pbRLwIlpWVdny2qt8UlSEDgwcNBB9kI6iqeQrBxFEkSFJg7GLNgJ7KhEUCHus+CqDCKqO4LIQPzKVuH7fR23TBaGJHcfrnxYOE9q1i9DeveiKioiAKSUZ26BBmBMSYNdSEAXwdoeUAeiK0qTddhHdY2xtS5vn4n3Z0f3pcr/APp+P/fv3k5qayvDhwzGbzSxfvjx6fvfu3eTn50cTpI8ePZqtW7dSVlYWLbNs2TI8Hg8DBgw44/YbGBh0DGWH9qOEw1jsdhIyspqdVzSFd/e+w8aaj9F0laKaAFUNMiZJpFusA4/d3GJO2PqSQ1HBHTJoEFdfczWCKFDSUIKiy7hEN1n2TAK7KgmUBygr9FHjteNPcCBleci8tlcTwW0NejhMYNt26pZ+SHDnLnRFxRQfh+uyS3H/4AeYk5KgZDP4K8Fkhawxp/q1nRTBZCL2phuJvenGcy7Hd1ek07/hX/ziF1x11VVkZWVRVFTEY489hiRJ3HLLLXi9Xm6//Xbuv/9+4uLi8Hg83H333YwePZpRo0YBMHnyZAYMGMBtt93GM888Q0lJCY888gjz5s1rcSRrYGBw9hEO+KnIzwMgtXe/VkVa2lYYydLTK8nFnlJfi2Xqiw9QvDWyLtzP6+XqH/4QXRSpD9VzuD6fNLk33elN/ZZyGkoD+Btk5GQnZoeZxEw3TqcZs7P1OyR0RSG0dy/BXbvRj/iHSDEx2AcNxHx0Fq+GSijeEnmfOQosXWO3g8Hp0+miW1BQwC233EJlZSWJiYmMGzeOb775hsTEyDaA559/HlEUmTFjBqFQiClTpvCXv/wlWl+SJJYuXcqdd97J6NGjcTqdzJkzp8PWEA0MDM48xfv2oGsaztg4vEnJKKrGv4/EU75xRPNE6rUBGXQBi0miX4q7RdHdvn07xZtXga7Tz+NhUmoaoiiyr/YgKw6vQKmSiCnWkYM+dtuKcMbbELt7ie/uIaGbi+DGsmZtHo0eDiMGAmiBALrFQmjffkK7dqIdWT+VPO7INHK3bk39ETQVDq2OJCKI7Q5xRkzyc4lOF9233nrrhOdtNhsvvPACL7zwwnHLZGVl8dFHH7W3aQYGBl2AhppqaksjOxHS+rQui1BRTRBvioWeSS5sLcQ33rp1Kx+8/x7oOkOHDOGSsIwoCBT4Clm0cxENfj+9S0bSqzaNID5CkhWfonPRkAS8CXZ09cTbakIHDuD/9lschw9T9cJfsKSlIrncAIguJ/aBAzFnZbXs/Fe0CQI1YLZD5uhW9dfg7KHLrekanL2sWbOGAQMGMGDAANasWdPZ5hicA+i6TtGRLEJxad2wu08exa3eL1HuC6FoOgNSm5ffsmUL7733HrquM2zYMC6bfCm79WKWq9tYlreMQl8hib50Btf0xIUVWVAId7PgSLBjakXwfc3vp/7zz1ErKxGCQcL79xHYuAlMJhwXjcAzbRqW7t1bFlxfGZRGtu+QORrM7esNb9D5dPpI93xCUzV25hYD0H9MKmIL0WLOZubPn8+jjz6KpmnMnz+ftWvXdrZJBmc5NaXFBGprESWJ5J69Tlq+rEZgxyEPFr2BeIeVwpoA3eO/Xw/dunUrSxZ/QJgwGUMysA6x8vnh5fi1yEjaLjnIqutHXLkTmygRVlUKY3wkWm1YHSYs9hP/ZGrBIA3rviOwcRO6LCOgI8XFIdntOMeMxpKaevzKqgKHvoyk+4nvCbHNncUMzn4M0TVoN7xeLz179kTX9ZMmvTcwOBmaqlKydzcAid17YLaeeNTnDyus22siGFbx2CXMksiyHSXMGdOdW0dmsnbDWl7/6F/U2+tJzk4mbkAc9XI9giCQInhJUuKx115Cz2AJ+8Rd1MWWUac6SZQycHkc9BiaiNnacuAItbaW4O7dhPPy0IIhBIsZXZZRbHak2DgsycmYvN4Td7hwPQTrwOyAjJGn9J0ZdH0M0T2H6d69O3l5ec2O//znPz/uGvnChQv50Y+apsOyWq3RSFon4sknn2TkyMiPxbp1645bLjs7m5dffrlJeE8Dg2MpzzuIHAphttlIzOx+wrJBWWXlrnKKqhVMljrcjkQy4uyU+XxsK9vD9gNrWbFuBVghKzOLIUOGkOxMJsOdQZo1mcKvP6ay1oRgaSBWcpGQ5aG4u8rImhFYVRsDL0nD6mi+f1OpKsf35R6UozKfWdJSsdx8M1X/fAux4DBSfBzuiRNOHG+9rhjKdkTedx8b2SbUAo3bewzOXgzRPYdZt24dqqqiaRr19fXk5eUxZcoUbrjhhhPW83g87N69O/q5tZGecnNzGTt2LLquk5uby/Dhw5uV2bJlC9XV1Vx22WVt64zBeYUcDFKWdwBV09jU4Gbjd4XNvJTDikZQVtlVUsfuEh8Haw8QtK0hpPqoNO/g69JM3DYLK3f42bZ1MwCDsgdxzeXXkOnJxGayIYdVCndWUllrwhYyY7eIeNKdbHXI2M1OnH4HkiA2GeHqmkY4Lw//um/RfHVYszwgCpi7pWPr2xdTQkIk5Ov+A/itFrw334z1RDM/qgx5kaxpJPQB74nTFBqc3Riie4ZRFQ0lrCGHVKyOjl3Tbdx2pWkaDoeDv/zlL/Ts2fOkgicIwgmjeR2PnJwc7rzzTnRd529/+1uLyegXL17M1KlTMZvN5OXlcdddd/HVV18RDofp3r07zz77LNOnT2/ztQ3Ofo7eBjTGUY2uaji8MZhonkVof7mPL/eWU1ofZH1eFX1SrZTwHYnxFRTVBKjXaqjUakmlB3s3HSROieOSwZdw7RXXRiOX1VUGKNpbg+KXsYXNeKw68RluzANiUQt1OCZ/hh4OEzpwgNDevWg+P5qvDiQJS69e2Pr3RTom9aVgsaDZ7YgnC2dbsA5C9WB1Q8bFp/4FGpwVGKJ7imhq2zPaVBb5OLyrCiWsoSoqPYYmEpvSPJTdiThV56twOMybb77J/ffff9KRq8/nIysrC03TuPDCC3nqqacYOHDgCets3LiRnTt3cuONN6LrOvfeey9btmxhyJAhTcotWbIkGvN63rx5hMNhVq9ejdPpZMeOHS3m7DU4v9ACPqprC5FEkdTe/WBv0z22/rDCBxsLya/yYzWJ+GWV8oYaElJVisIyHqeOR0om1iQT2lJBupzORRddxPTp0yNZtlSNkoN1VBc3gKbjqAthd2hIJh1b3xj0Y52lgn4CGzci5+WhH0loITrtxPxwMJZevSLpOk+V2gIoPzKrlDUWpHMrpKJBcwzRPQWO9kJuLaqiUbCrippSPyazRNHeGioO+0jvG4vUim0IjZyq1/OHH35ITU0Nc+fOPWG5vn378o9//IMhQ4ZQW1vLH/7wB8aMGcP27dvp1u340145OTlMnz6d2NhYIJLIIicnp0l+3MLCQrZs2RJNcpGfn8+MGTMYPDiSFLxHDyMIgAGEiw5AgkhMSioObwzQVHR3F9ezvagOq0nEYTExsnscdeEGFBUaZD8gYQvp+ApqSVESufjii5k2bRqCIBBskCnYVU3IL4OmE6touJPsBIp0TN4gosOMIJq4oc8NhMvK2btqDVSUEOrhQRBFJK8Xa58+WLIyEU43jaMSgrzcyPukAeA5gWezwTnDubVnpQujhCPTyiazhCgJWOwm5CPHzgRvvPEGU6dOJS0t7YTlRo8ezezZsxk6dCiXXXYZ7733HomJibz00kvHrRMOh1m0aBGzZs2KHps1axZvvvlmk9yUS5YsYdy4cdHkFffccw9PPPEEY8eO5bHHHmPLli2n10mDsx6ltgKtoQ5Rkkjp1afZ+X1l9WwprMVqEiM7a1wWagMy8Q432bGZWCQzUkhFLa8kzZ/G2IvHRh/yKgt9HNhYTsgvYzKJpNokPC4zollCtNej+WtRGxoIFxRS/8UX+JYvh4piQMeUkoLrskvxTJ2CtUf26QsuwOG1EG4AmwfSm/s/GJybGCPdU0CURPqPadtTqRxSURWVor01WOwmXDE27B4LAy9JO+42hONdu63k5eWxcuVK3nnnnTbXNZvNDBs2jH379h23zJIlS6isrOSmm25qclxVVZYuXcq1114bLffDH/4wev6OO+5gypQpfPjhh3z22WcsWLCA5557rsW1YINzH01TkYsPAZCQ2R2LzY6ialGHqe8OVXGgwo9ZEpk8MIXPdpTSEFKJc1q4pI+XHfUiSaEkMgtsOBQHYy4ey9SpU1FkjcLd1TTURMIvurxW4nUNgmokabylmsC6r1Grqwnu2IG1Z09MiYkgipDcDdKzcV3ar3331VfnQeV+EATofglIxk/x+YIx0j1FREls08vqMNNjaCIWmwk5pGH3WOg5LBGrw9ymdk6FhQsXkpiYyBVXXNHmuqqqsnXrVlJPsKk/JyeHm2++mU2bNjV5zZw5k4ULFwKRdeIVK1Zw9dVXN6mbkZHBz372M9577z0eeOABXn755TbbaHBuUHk4Hz0cBJOZhMxsIOIwlbu/nI+2FfPKVwcpqw8yKN3DtcPSGdszgTE947ltdBaCtYxDhw6hHFDwyB7iM4cwadJkfNUh9m8oo6EmhCAKpHT3kCQRFVxrlp2Gr1YQLixEC4dRa6oJ7t2LJbs7nunToe9QcJ1kf21bkYOQfyRiW/IgcCW1b/sGXRrj8eoMEpviJL1vLEpYO+6+v/ZG0zQWLlzIzTffjKmFtF2zZ88mPT2dBQsWAPD4448zatQoevXqRU1NDc8++yx5eXnccccdLbZfXFzMp59+ytKlSxk0aFCTc3PmzGH69OmUlpby5Zdf0qdPH7p37x49P3/+fKZNm0afPn2orq5mxYoV9O/fv/06b3DWIIdDlB3cD4AltTuSyYQ/rPDu+gIOVwWQRAF/WKE+KNMrKeJsZzGJWEwiNrPI8g3L2bZtG0lyEnKqk/g+wyk9UEdtqR8Aq8NMem8vHK5H9ckIJhFbvzg0XzVy/mEEkwnRbMbavz8CYMnqjsntYuAlHeDYl78G5ADYYyBtWPu3b9ClMUT3DCOZRCST2KYp5dPh888/Jz8/v8l669Hk5+c3Sf5eXV3Nj3/8Y0pKSoiNjWX48OHk5uYeNzfxa6+9htvtZsKECc3OjR8/Ho/HwxtvvMGmTZuaTC1DZBQ9b948CgoK8Hg8TJ06tYnjlcH5Q+n+vWiqgmpx4LPEsLu0nq0FNewsrkMSBcySyAUZMWg61AcV4o9Kp/fZmk/5bst3SLpEt54ZFDvtqIcDVCkNSKJAfLqLxG4uwntrmgiu5DSDbEFtaEAPBBBjYhA0DSkuHsndQV70VQeg+tCRaeVLQTwzvwMGXQdDdM9xJk+ejKqq1NXVtXh+5cqVTT4///zzbRK+hx56iIceeqjFcyaTicrKShRFITk5mY8//rjJ+T//+c+tvo7BuUvQV09VUQHlvhBr6l2UbClm4+Ea+qS4cVgkaoMKSR4rIVkjwW3Fbfv+Z6v60A5WH/oPmGB0v9G4YuOJKzEzNM2L1SKR1icWl9dCcFc1qi/cVHCBcH4+tt69kIuL0QEpNvbk0aNOlbAf8r+JvE+9AJzx7X8Ngy5Pq0T3eD/YJ8LjOXk2EIPzg6qqKu677z4uuuiizjbFoAtSsm8PYVklt1SnIGTBZhYIKRr1QYU7xmXz968PEQhrxDktTBqQgsNiQlE1qg9tp2jXV/hdfnpl92Fs2mTWH4h4wLtirWT2jUeSBIK7WxZcraGB0J49mBIScF92GYLVSuxNNyJ11G9XXm5km5AjHlIu6JhrGHR5WiW6MTExrQ4FCJGIRnv27DH2XR6DKIkMvCS9s8044yQlJfHII490thkGXRC5wYevykSFX+agmIDNLBDvsjKqRxy1AZm0WAejeyQQlFVuHZmBxx6ZVl737VrKd66l3lJP3/SBDLKNRPVJIIA5VSFzYBySfkRw68MIUlPBBQhs3YauakiJidFp3pOOcFUFNr4eeT/sttZ7HVfsg9rDIIjQfVzEM9rgvKTV08vvvPNOqzLH6LpuhPEzMDA4KbqmEawoRYn1UG6KxWKzI4SDOC0mKupD0ankRocphyXyc7VmzRo+/fRTdF2nW3ofUqRM4s0JOJxWbhw+DZvTjK5qTQW3f1PBVaqrCR9JBmIfMgTfipUd19FwQ2RPLkQcpxxGBq7zmVaJblZWFpdeeinx8a1bg+jRowdmsxHOzMDAoDmNMZZDpYcRwmEO18mIGRkM92isz6vGF1KIc7qjU8lHk5uby2effYagmeiZPQjdIWKWzPTITielRwyiKDQX3H6xTQQXILA5kgDBkpWJqYPTUAqH14AaBmdiZIuQwXlNq0T34MGDbWp027Ztp2SMgYHB+YGuyMhlhwnLoDtSsJlMXDMwEZvZ1GQqWTkqxvma3FyWL/8cSXYwsMcIhDiBer2OPoPSSesVCT+qq3pzwXU1jY0sFxejlJaBKGAbNLhD++mgCqG+GKw2Y1rZAGjH4Bjl5eXGdg8DA4NWIZflo8hhyhQbUlwyg9K8JLisWEwiHru52Qi3av8Wln/+BeZQLAOzLyKzRxYNtlrsvWX6Z/UCGgW36oSCq+s6gc0RZytb795IrrYlHGkLghrAI5ZEPqSPiOzLNTjvOS3RVVWVxYsXc+2115Kens5TTz3VXnYZGBico4QafATKiiisCeJ3JZHotjEwrWWPYZMkkhHOo2rnFqzBBPr3HEK//n0JJVRjzZZJi0nFYXZEBHfPiQUXIHzwIGptLYLFgvU4e8/bBV3HHNiDgI7uSoYkI+iLQYRTEt1t27bxwAMPkJaWxnXXXYfL5eKjjz6ipKSkve0zMDA4x9iwfjM7imrY7zezJ+wmyW1FFFveHbFq5SpWffwtllAc/fr0Z8iwgWQOiaXCXghAD2+P7wW37sSCqysKwSNLX7YB/U8vJd9JEKr24LigF/4ePSH7kkgwDAMDTiK6a9euZdSoUVxxxRVs3LiRF154geHDhzNixAgOHjzICy+8gCiKPPzww0ycOBGpPTJvGJw1vPTSS3Tr1o0JEyZQVlbW2eYYdDE0VWP7l4Vs/7Iwmn+6rKSUb7bsoz6oEYjphs2ks+ZAFf6w0qz+F8tW8vUnWzEpTvr168eoy4bRY2gCFVopYS2Mw+Qg2ZZ8lOAKxxVcgODu3WiBIKLTibVXr47reKAGCtcDUOXsFUlOb2BwhBOK7u233878+fN57LHHuOiii/jXv/7FT37yE4qLi3nvvfe4/vrrz5Sd5wSaqrLl80/Y8vknaKra2eacFvX19fz2t7/lnXfeYfDgwTz33HOdbZJBF0fXdQ5s205JbYiwOwGH20WqHeqCMvXBpqL7+X9W8e2yXYiaiQED+zPhmlGk9opBlEQO1B4AoIc7m9De6u8Ft2/ccQVXCwYJ7Yoki7cPGdw+qflavJAGh74CTQVPGj7b+bcv3+DEnNB7Wdd1JElCkiR0XUcQBERRbBKr1+D8xGq1EhMTQ69evUhPT0fTzkxeYIOzl6qiAgpKK0GSqLIlkWUzUVsFvW3maGhHXdGo2rCN/MMFAAwZPoBJ147FbImIZE2whspgJaImklYWG4k01Si47uNPFwe3b0dXFKS4WCyZmR3XydJt0FAOkgU9cwzsWdVx1zI4Kzmher7yyis899xz/PrXv2bt2rXMmDGDv/zlL6SkpDBjxgzef//9NkWqMjizrF69mquuuopu3boRGxvLBx980OS8LMs89NBDDB48GKfTSVpaGrNnz6aoqOikbVssFn70ox+RnJzMM888w/z581ssl5eXh91ux+fztUOPDLoqiqqxaG0+i9bmR7f5KKrGtwer+PZgFaFQiJ1btlPjl0nv2ZvkWDf+sIrTDBP7J+GwmAjWhXHsOUDDEcEdfskApt14SVRwgcgoV4MelSlIPloluGpdHaH9kQxG9gs6MPyivwqKNkbeZ4wES8d5RhucvZxQdEeNGsU333zDJ598wogRI7jnnnvYuHEjubm5dOvWjZ/85CcoisKTTz7JsmXLUM/yKdNzjYaGBi644ILjJhbw+/1s2LCB//f//h8bNmzgvffeY/fu3c2yAR2P3Nxc7r77bhoaGtizZ0+LZRYvXsz48eNxuTooa4vBWUHh/v3sK6pGsNoYd9FAxvdNYlSPOMal6GTHOyjeX8Nn7+aye+ceNFFh9NRBTLrq0iYP9bImk1eTR0yhhRQtoVWCC0S2COlgTkvDnNRBuWs1DQ59CboGMRmQ0IFrxgZnNaeUZWjYsGEMGzaMP/zhDyxevJiFCxcyffp0vF4vFRUV7W3jOYUqy8jhEHIwiNXZsU/C06ZNY9q0aced+vV6vSxbtqzJsf/7v//j4osvJj8/n8wTTMOVl5fz4YcfsnXrVkpKSsjJyeF//ud/mpVbvHgxN9xwAxDJaPTLX/6S7du3YzabGThwIIsWLSIrK+s0emnQ1dGVEOs3HUDRdBKz+3BBZhz7KgJIghmzBoc2V7Bt8y727t2DYvIzfvpIxo4b26ydw7X5uApEPEEnbo+nVYIrl5UhFxWBAPYLhrRYRjCZiL3pxtPrZPGmyEjXZIPMMafXlsE5zWml9jObzVx//fVcf/31FBcX8/rrr7eXXV2eU3GEqjicR97WzShyCFWR6X3RGOLSu7WpDbGDPcRra2sRBIGYmJgTlnvjjTe44IIL6Nu3L7NmzeL222/nmWeewWT6/paqqanhq6++4vXXX0dRFK655hp+/OMf889//pNwOMy3335rLE+cQ4QVjaCs4g8r0cQEYU2jtHg/CXFhHLFxXDa8D9KR7UFqTZhAiYktVdvZd2AvsrWWSdMvZ/To0c3a1jWd0q15WBokEjwJ2PvFn1RwI4EwIuEerT17dlz2oIYKKIkE3CBzFFg6IC2gwTlDu+XTTU1N5Ze//GV7Ndel0VSVbSuWnbzgUaiyTN7WzVSXFGCyWCnYsY2ygwfIHDgEqQ1xqgeNn9RhwhsMBnnooYe45ZZbTpqaMScnh9tvvx2AqVOnomkaH374IVdffXW0zEcffcSQIUNIS0ujqqqK2tparrzySnr27AlA//5GwIBzhf3lPnL3VxCUNRRNY8qAFOoDYXKLChEriqjT7Ey4eDQxDguKrDLO7aTaD1/X1nK4oZywrZYpUycdV3ArtucTrvEjSCKpF/Q8qeACyIcPo1ZVI5hM2AYO7IhuR7yUD64GXYe47MjLwOAEtMoNOS4urk3TxpmZmeQdyeBhEEEOh1DkECaLFVGSsDpdyKEQcjjU2aYBEaeqG2+8EV3X+etf/3rCsuvXr2fHjh3ccsstQCRZ/U033UROTk6TcosXL46uD8fFxTF37lymTJnCVVddxZ/+9CeKi4s7pjMGZxR/WOGTbcWU1AVpCMl8d6ia33+6iz+v2Ee4Oh9JFAg5EzhYB+VlDezfUE5dRZDde3ZRGSgkbKlm6rTJxxXc4N5qSkuK0EVw9I3HEXvyfa+6qhLYshUAa7++iDZbu/cbiDhOBWvBbIeMUR1zDYNzilaNdGtqavj444/xer2tarSysvKcdqoSJYlB4ye1qY4cDKIqMgU7tmF1unDFxeP0xnDBxGmY2/CD0BGj3EbBzcvL44svvmjVKFdVVdLS0qLHGreXlZeXk5iYSDgc5pNPPuFXv/pVk3r33HMPn3zyCf/617945JFHWLZsGaNGGT9WZzP1QYU9pT40TUdFwGERqWyQsTZU4tZCmCUzfQf0w1fUwD65HLfNzO59O9hZ+C26WWHy5Mkt3gO6phPaW024yk91uJqabiEGpfdslU2hffvQGhoQ7TZsffu2d5cj+EqhJCLsZI0BcwcJu8E5Raunl+fMmdORdpx1tFX8rE4nvS8aQ9nBA4QDAZzeGHpdPLrDnalORqPg7t27lxUrVpw0fWMoFGLRokU899xzTJ48ucm5GTNm8MYbb3DfffexcuVKYmNjueCYLRqNTngPP/wwo0ePZtGiRYbonuXU+uUj67kaaTEWYhwWeiY44MAB8gQBsy0Z38EAHrMZq1lk3+HtbM3LBRG6devGRRdd1KzNRsFVakJUhiupTA/giHGTYE84qT1aOExwx04AbIMGIZjabRXtqIuocOjryPv4XhDTgXt/Dc4pWnU3GoEP2oe49G5kDhyCHA5xwcRpHS64Pp+Pffv2Rf//Dh06xKZNm4iLiyMzMxNZlrn++uvZsGEDS5cuRVXVaPzsuLg4LC3Epl28eDENDQ3cfvvtzWY+rr/+enJycrjvvvtYsmRJk61HBw8e5G9/+xs//OEPSUtLY/fu3ezdu5fZs2d34Ddg0NGEFJVtRbUMSPVQH1IAgfQYOyM9AYpKTPiDZlBicJlkeg3wUFS9k01714AAU6ZMaTF86NGCK4gCBxNKkc0aPbw9WmfTjh3o4TCS14sluwPWWJUQVOyG+N7gTIjsyTUwaCUd8AhocCIksxnJbG7TlPKp8t133zF+/Pjo5wceeACIzFosXLiQwsJClixZAsDQoUOb1F2xYgWXX355szZzcnKYOHFii0sNM2bM4KmnnmL9+vUsWbKEf/zjH9FzDoeDXbt28eqrr1JZWUlqairz5s3jpz/9aTv01KCz2JBXQ1DW6JHkwuuwEFY0bhiayOFv1xAq8hNjTgerlYxYBxUFeeypWgsiXHHFFQwdOpSPPvqoSXu6phPaVxMVXH+WTlVNLSbBRJbn5FvLVF8Dwb17gcgWoXb3jq/YA3uXQV0B1JfAqJ+DqeMSJxicexiiew5z+eWXo+s6mqZRV1eHx+NpEsKze/fu6LrepjY//vjj45678MIL0XWdDRs2UFdXx2WXXRY9l5yczPvvv9/2Thh0KRRV49/fRSJGjesVz8GKBgBGZsfxxa5ybGaJuvwD1Ff6CQetmOxxiHYJn15KYX4xotPE9CsnM2LECGRZbtJ2VHCrgwiigK1PLNv8mwDIcGdglszoikLNu+8BEDPjumZTx8FtW0HTMSUnYU5Nbd/Ohxtg27sRwTVZI6/C7yD9QiP6lEGrMUTXoN1RFIU///nPmNuwFcqga3H0triWtqkpmsa6Q1UA9E1xk+CyAqD66ykvPYyvOog7vjtmv4l6rYSiQ9XoosLUKyKCeywtCa7igoLSiMD3jDm5A5VSVUU4Lx/ooHCP1XlQvDkitmYnpA6DQBUE6wzRNWg1huieQURJYsjEqZ1tRodz8cUXc/HFF3e2GQanQWPcZIB+l2pYjhLdsKKxp7SeXolOEjw2LujmxSSJ3Doyk125ueTv9eOMTSY2LYO1qzZRVVOFLiqMnTaEi0e1LLj+A5V8t/sbEGHU2PFIXiv7qnajoRFrjSXWFntSmwObIoEwLFlZmGJPXr5NNFRA/jcgmUFTImu5vlJwJYKtg4JuGJyTGOmCDAwMWs3+ch8rdpex7lAVaw5Ukuy2YpIiPyNVRUUU7CxA1wWSuvcir3YLBcpGgs4ixs8YyrgJLTyI6RA+UItaHQIRatJDSF5rJA1gYwq/mJM7UMmFhSjl5QiSiH3woHbtM75y2PNpJBF99mUQkxWZanbEQ98rjFGuQZtos+hu2LCBrVu3Rj8vXryYa665hl/96leEw+F2Nc7AwKDzCGtQrwjRBPP5lX4Wfn2IopoAVpOIxSSyIb8af1hBVRS2r9qAElaJSc5gT+kWvtuwDkSNCweNYsTFFzZrX9d03LWmJoIbdh5Jdu8vwyf7MItmMtwZJ7RT1zQCWyJhGK19+iC2564AXxns/QzUMLiS4cI5EeHNvhQuugMS+7TftQzOC9osuj/96U+jGWUOHDjAzTffjMPh4O233z5vwkAaGJzr7C9vYF2thTXVFp79bC8vf3mAj7YWU1Dtx2oSsVtMDEr3UhuIJKDflbuNhpp6JLOFYqWcDZu+A+CiAZeRndY8OIWu6YQP1GINSQiigLV3TFRwAfbXRlLxZXmyMIsn9g0IHzyIWlePYLVg69ev/b6E+tLvBdedAr0nRaaXTVaweY0RrsEp0WbR3bNnT3R7ydtvv82ll17KokWLWLhwIe+++25722dgYHCG8YcVPt9ZSkVYpF4VOFTRwHeHqrBIIqleOzazRKLLQkV9CK/dTKCkjoKde9CBaiHApm0bALj6h1fTPbX5SFDXdEL7a1CrQ+iApZcXyWuNng8oAYp8kZzOJ9ubq8sywW3bALANGIDQwt7yU6K+5IjgyuBOhV5HBNfA4DRps+g2bkEB+Pzzz5k+fToAGRkZRlo/A4NzgPqgQmVDGFUHSYBusQ7inRamDErm9kuyiXdZ8IVU4pwWxqbGcnjDdjRNpbyhgh35exEEgWuvvbZZNDL4XnCVqiAIAnUxchPBBThUewgdnQRbAl7riUPPBnfvQQuGEF1OrL3aKYdtXXFkL66mgCcNek0EyfA5NWgf2iy6I0aM4IknnuD1119n1apVXHHFFUAk4lBycnK7G2jQdXnsscdIS0vjuuuuIxAIdLY5Bu2E22aiLiAT0ATMIjhtEhlxDmKdFnomuhjdI4ExPeO5flAqWkEVvuoSissPc7CmBEEUWyW4giBg7eVFtjaNdqfrOofqDgEnd6DSAgFCu3cBYB8yBEFsB7/QuiLY9/kRwU2HnhMMwTVoV9p8l/7xj39kw4YN3HXXXfz617+m15Gny3feeYcxY04vefPvf/97BEFg/vz50WPBYJB58+YRHx+Py+VixowZlJaWNqmXn5/PFVdcgcPhICkpiQcffBBFUU7Llo5AV3V8a4vxrS1GV9sWlKKrsXPnTt5++22WLl2K2Wxm4cKFnW2SwUlQVI1Fa/NZtDYfRT1+aNe6gEJ6rAOLAGZ04hwWJg1IwWGJiI/FJOI2SVTuq6O6cB9FJfkU1pWA2cK1117LkCHNk8U3E9w+MUgx1mbl6sJ1+GU/FtFCN9eJc00Ht29HV1RMCfFYMk7sbNUqagu/F1xvN+hlCK5B+9PmO2rIkCFNvJcbefbZZ5FOIwPOunXreOmll5r9wd533318+OGHvP3223i9Xu666y6uu+46vv46EmxcVVWuuOIKUlJSyM3Npbi4mNmzZ2M2m3nqqadO2R6DE+NyufB6vfTq1YukpCTi4uI62ySDdkDTdDbkV5PotjLcGybRojFrZAYxLjsAJknkpuHdOLi5guriYvbv20pp7WE0bxzXXXcdgwcPbt6orhM+GNkW1Ci4phhbs4hUAOX+ctxeN9293ZHE4/+eaIEA4UOHQBDbJxBGbQHs/yKSyMCbAT3Hwwmub2BwqrR5pHv48GEKCgqin7/99lvmz5/Pa6+9dsoRiHw+HzNnzuTll18m9qhN7bW1tbzyyiv8z//8Dz/4wQ8YPnw4OTk55Obm8s033wDw2WefsWPHDt544w2GDh3KtGnT+N3vfscLL7xw3m9h+utf/8qQIUOIiYkhMzOTsWPHNgvj2JqZhJbIyMjgwgsvJDY2ltWrV3PjjTe2WG7VqlVktMcoxOCMsL/cR41fxiIJZNpV3CY9OsKFyIj18M4qAr4gm9etoLQmH81uZ8aNNx5XcKXKIErlkRFu74jgtoQv7KPUX0pYDZ/UgUouKABdx9wtHVPCyTMPnZCaw7BveURwYwzBNehY2jzSvfXWW/nJT37CbbfdRklJCZMmTWLgwIG8+eablJSU8Oijj7bZiHnz5nHFFVcwceJEnnjiiejx9evXI8syEydOjB7r168fmZmZrFmzhlGjRrFmzRoGDx7cZD15ypQp3HnnnWzfvp1hw4a1eM1QKEQo9H0C+bq6OiCS6u7YJ3BZlqMOZKeTcUnX9GisY03T2j8Y+zGkpaXx1FNP0atXL3w+H++++y5XX30169evZ+DAgQDMnz+fjz76iH/96194vV7uuecerrvuOr788suTtp+bm8uDDz7I888/T0VFRYtpAT/44AOuvPLKDstU1fh9Hu3gd6bRNA1d15Fl+bRme1qi8V5saVTYVhRVIxCSCSoqtQ1BPHZz9Pg7G4pQNB2bSUDVYEg3N3JNxIlJ11QaL1+8r5baigY2fLOS0ur9IAlcddMt9O3bt5mNqqwhlDcg+BVUzYa5lwfdJTXrkyzL5NXksSp/FVWhKqyilZHJI7F5m4uzriiEyssJFRcjpadj79//9L6b2sMIB1aCrkFMJnrmJaBqkVdLaArCkVzhuiKDdvxlovb8v+tqnA996yjaLLrbtm2Lhvj797//zaBBg/j666/57LPP+NnPftZm0X3rrbfYsGED69ata3aupKQEi8VCTExMk+PJycnRFHQlJSXNHLgaPzeWaYkFCxbw29/+ttnxFStW4HA4mhwzmUykpKTg8/lOa/Ssazqyzw+KjlxZg2jr2KfpoxMOADz00EO8+OKLrFy5koyMDGpra/nHP/7Byy+/HI2H+6c//YmRI0eyfPnyFvOcNrJ161Z27drFBx98wPLly/nHP/7RYsagxYsX88wzz1BXV8fixYt5+umnOXjwIHa7nSFDhvDmm2/ibIdgBvX19afdxqkSDocJBAKsXr26w3wJli1bdtptFPnhozwRWYftO3cxNF4n2Q6qDtvKBCqCEGcFpxmcJSq+g7sByPOHEUSRcJ1IuEakoryMhpotIGik9OxLXv5h8vIPN72YDu46E9aghA4cKDhAuKJlIfvwsw/5LPAZ+Uo+ZswUB4p5seRFRltHYxGabgEyFxeTvPgDpFCYwvo6ahQZOSnplL4Pe6icxPrtCOj4LYmUu+Nh1ycnrCPoKpmVkS1K+cUfowsn/xtuj/+7rsq52De/39+h7bdZdGVZxmqNOEB8/vnn0Zyp/fr1o7i4uE1tHT58mHvvvZdly5ZhOwOp7o7m4Ycf5v77749+rqurIyMjg/HjxzcbsQWDQQ4fPozL5YraeSqOUHKJH6UwiC5riJIP+8A4TImOk1c8CkFq++hY13Vqamr49NNP8fv9jB8/Ho/Hw3fffYcsy1x11VV4PJH4sSNGjCAzM5OtW7cyYcKE47b59ttvc8UVV5CRkcHs2bP5xz/+wYMPPtikzPbt26moqODKK6+ksrKSO+64g6effpprrrmG+vp6vvrqK9xuNy6Xq819Orpv9fX1uN3uDp85OB7BYBC73c6ll17a7vexLMssW7aMSZMmnVYCCX9Y4R9fHSJcUoZZElFdVspdDmZc2gOHRaL46zyqC2vpkxnDlEEpJLvM7FgVEbwBl03AVy1TsKuKzZWb8fn2IYgyF48Zy2XXXN/se9d1nfC+anzL1wIK3usvw5TQ/MGqsW+xg2NhH8SH4vFavYxOGU1NuIaxfcaS6EiMltf8fsqfe46g2YLg8ZLYqzc9VZWYyy9HdLTt74iaPISDq0EfCLHZ6N3HgdCK1TZNQdgUiUk9cOg0EI//E9pe/3ddkXO5b5WVlR3afptFd+DAgbz44otcccUVLFu2jN/97ncAFBUVtTi9eCLWr19PWVkZF174fYg4VVVZvXo1//d//8enn35KOBympqamyWi3tLSUlJQUAFJSUvj222+btNu4JtlYpiWsVmv04eFozGZzs5tIVVUEQUAURURRRFd1/BtOvu55NLqiRbKoVAQRzCLhQ7UoJT6sPWIQTK1fWneOSGmT8G7dupXRo0cTDAZxuVy8//77DBoUiU1bVlaGxWJp5gSVnJxMaWlpkzSARxMOh1m0aBGvvPIKoihyyy23cP/997N169YmW0X+85//MGXKFGw2G6WlpSiKwowZM8jKiuRFbWlbSVtpnFJu/P/pDERRRBCEFu+d9uJ02w4GVPZXBDBLIiZRRJJEdpf6eW9TCW6bxLJd5TSEFFw2M+O1SF8ap8qVoE7Jvlo2b95CfvFORK2WC4dfyKiJk7EcE4xC13VCB2qhVkEUBSS3jC3R1SwFH4CmaxyQDxAfiMduttOgNOC1eqkMVRJvjyfGEdOkz/VbtqAWFiLa7ZgTE7FldEOtrEIMhjC3kN/5uFQdhPyvQBQgrjd0vwRae++oAjQuIZjMrfJu7sj7orM5F/vW0f1p86/U008/zUsvvcTll1/OLbfcEv3hXLJkSZszy0yYMIGtW7eyadOm6GvEiBHMnDkz+t5sNrN8+fJond27d5Ofn8/o0aMBGD16NFu3bqWsrCxaZtmyZXg8HgYMGNDW7nUYuqyhyxqCWUQQBUS7CT0cOdaR9O3blw0bNvD555/zs5/9jDlz5rBjx47TavM///kPuq5HA6MkJCQwZcoUcnJympRbvHhxdCbkggsuYMKECQwePJgbbriBl19+merq6tOyw6D1lNUHCSkqQVnDazchiSJeuwldh+U7y/AFFaxmEadFYtmOkmi8ZVWBvO2VrF+/gcOlBxC0UoYPH06/wRfgjmvqwNQouEpFAASQ3GFEq9qiPbIq83XR11RqlVglK9f2upZERyI+2UesLZbxmeNxmL8fvQZ37yZ8KA/RZkMwmRBsNpTSUkSPB8ndhpmSqgNwcBXoOsT3jMRQ7qSHNYPzkzaPdC+//HIqKiqoq6tr4mn8k5/8pNla6Mlwu93RUVcjTqeT+Pj46PHbb7+d+++/n7i4ODweD3fffTejR49m1KhRAEyePJkBAwZw22238cwzz1BSUsIjjzzCvHnzWhzJtgeCJOAccfxRdEtoYTUy2j1Yi2g3IXmtiE4zzpGpiJbWr+22dXrZYrFEt/VceumlfPfdd/zpT3/ipZdeIiUl5aQzCS2Rk5NDVVUVdrv9+/5pGvHx8Tz77LOYzWaKi4vZuHFjNHiKJEksW7aM3NxcPvvsM/785z/z61//mrVr15Kdnd2mPhmcmKMTzd84oht1QYUdRXUMSPXgCynoCPRLcTNlUCqyqrG9uAa3zUSMw0xmnIPKhjD1QQVNg8pigcKd6yksPYxmKmfkwCGkpKaS2qdpjONjBdea7UXOa1lw/bKfrwq/oipQhYjI6NTRpHnSKGooIqSGuKH3Dbit7mj50L59BDZtRrRY8Fx5JXUffoTq82GL7Yd74oTWTy1X7odDXx4R3F7QfVwkc5CBwRnklHZ+67rO+vXr2b9/P7feeitutxuLxdJm0W0Nzz//PKIoMmPGDEKhEFOmTOEvf/lL9LwkSSxdupQ777yT0aNH43Q6mTNnDo8//ni723I0bRU/yW7CPigBudiHHlIRnWYcgxKQ7Gd2872maVGv7eHDh0dnEmbMmAE0n0k4luLiYj755BPeeuutqAd0Y7uXXHIJS5cu5dprr+U///kPY8aMaTJ1LQgCY8eOZezYsTz66KNkZWXx/vvvN1lbN2hfworGV/sqIh7JGTHEOCyEFI1bR2bgsVvwhxV6J7mp9MnYzSZKaoMkuK24LBI7S2Df4TKqG+pRbNVccsEQ4j0e4rtlYnV8v0Z7rODaesUieVq+r2tDtXxZ+CUBJYBVstLP3I9UZyoAFsmCRbJgN3//MBc6eBD/+kgsZ1v/ftgGDECpqEQPBom96UYkTytz2VbsiwguQEIfyBpjCK5Bp9DmX/y8vDymTp1Kfn4+oVCISZMm4Xa7efrppwmFQrz44ounZdDKlSubfLbZbLzwwgu88MILx62TlZXFRx99dFrXPROYEx1Ye8SgyxrOkakdLrgPP/ww06ZNo1u3bhQXF/Of//yHlStX8umnnwLg9XpPOpNwLK+//jpJSUnceOONzRxorrzySnJycrj22mtZsmRJdGoZYO3atSxfvpzJkyeTlJTE2rVrKS8vp3///h33BZzHhBWNoKzy1d5yfEEFp1ViVI84SutCWM1SdO+tw2Ji0oBkthbW4gspxDndTBqQQnV+PXsOllPT4EN11DJ94mVYgn4ks5nkHt/HONaPBL6ICm7PGExxNvQWvLjL/GXkFuUiazJui5tRSaNYtXPV8fuQn4//yK4Ga+/e2IcMQVcURIsFLJbWj3Ar9sKhryLvE/tC5mhDcA06jTb/6t97772MGDGCzZs3N3Gcuvbaa/nxj3/crsadiwgmEcEktmlK+VQpKytj9uzZFBcX4/F4uOCCC/j000+ZNGlStMzJZhKOpVFUW/IUnjFjBjfddBN5eXksX76cP/7xj9FzHo+H1atX88c//pG6ujqysrJ47rnnmDZtWrv22SAS4CJ3fwWVDSHiHBYGd/MyeWAWVlPL91xjPOWgrHLryAyC5QE++vhrahoaUKy1XHf9VeiVpahAcnZPTEccTRoFN1TWwMbyjdSmhpke+8MWr5Ffl8+6knVoaCTYEhibPhZBO77whQsKafjmG9DB2rMHjgtb3m9/Usr3QF4keh2J/SBzlCG4Bp1Km0X3yy+/JDc3t5nXYvfu3SksLGw3wwxOn1deeQWITP3W1dXh8Xiaefi2ZibhaHbu3Hncc9dddx2yLPPee++RnZ0djcsN0L9/fz755MR7IA3azrHrt2FVY9mOUmr8MiFFwx9WqPHLOCwSJknk1pGZLbZjOZKUPlwT4qN3VlBSUoJqqefiwVl4zSKVsozV6SS+W6R+o+DK5ZERbm1qmJCn5TXcXVW72VYTcd7r5urGxSkXI4kSstZyEAK5uITgmjWggyUrC/vw4af25ZTtgvw1kfdJAyBz5Km1Y2DQjrRZdDVNQ1Wb/3EVFBTgdrtbqGFwvuFyuXj66ac724zzkrqAzKHKBvyygkkQyYx3YjGJ1AeVJuEcj6ZRjOur/byb8yklJaXoliAXXZBBgtNBxeE8BARSe/dFEMUjglsXFVxLtpdQdfPfBE3X2aYfpqxSB0mkT2wfhiQMOeF+alNlHf7NuYgaWDK64bj4olPbf122E/IjoWJJHggZbdtZcVwkE4z4Ufu0ZXBe0mZf+cmTJzeZNhQEAZ/Px2OPPRbdQmLQMoIk4BqZimtk6ikFuThbmDx5MldddVVnm3HeEZJVNh+uodYvEwxrWEwCNrOI127GbTvx83WgIcS7r0YEF7PMdbdNI9HlpDz/EEoojCs+Hk9C0lGC6/9+DTe+eUAQRVP4TjvAIS2SY3to4lAuSLzghAIqVftwbdgHqoo5LQ3HqFGnlq6vdMdRgjuo/QTXwKAdaPNI97nnnmPKlCkMGDCAYDDIrbfeyt69e0lISOCf//xnR9j4/9n77zC57vru/3+eOn1md7b3Ve+yZNkqlnvBGAdsbGwTbGMnJLniLyR3ILmTm/sK+QYSQsIv+YYUQu6SxMZgigFTDBjkJslWtSxZvW7vbXb6zKm/P0ZaabVFu+pefR7XxYVm5syZc8Yrvfacz+fzfguCMAnDcuhP5fjJe12AxJKaCBnDRpFlSgOeUW35xpPPGXzv/75MT1c/kury0U9+kKhPZ//ud0gO9JFNJqiav6AQuC1nBO7sItQSH5YzetJUzsrxVucmetw4MhJrq9ZSV9Qw6TnYsRihd48h2Q5qRQWBm9adZ+AegPaTxXIql0Pted6aFoRLZNqhW1tby3vvvcd3v/td9u7dSyqV4lOf+hSPP/74qHWbgiBcPJbt8OK7bUBh7FZVCoF0vC/JKwe6GUwZNJb4WTO7hCfW1FPk00cmRoV9+oT7NQ2T7/yfn9LTOYCswANP3s2shjp2/eInpIdjKLqOoqp0HNhPxCnBHbZOB27p2L/vSSPJtu5tpHIJNElhjTyH2mDNpOdmx+PkNr/NDdEVqGVlBG+5Bel8Gkf07IOOdwp/rloONSJwhavPea1ZUVWVJ5544mIfiyAI09CXzPHvG08wkDTwajKaIpMz7ZFJUboqT3qFa5omL/zfl+hpH0JWZD78idtZsGgeqaFB0rFYoXKaolLWMBu3zyIXjuMJBvCME7iGbTCUHeLXLb9GlmX8mp9l8gJC0uS1qOVslvSmTcimhVoSJXjLzeOWjDyn7r3Quavw5+oVUH2es50F4RI7r9A9duwYb7zxBn19fWPaqZ1Pa7/3i1Nt5AThTFfi5+JEf4rXD/cxmDLweWQqQl5W1hcxmDbIms6Es5RPMU2TF/7zh3S3DCPLCh969FYWLZsPgMcfwDTzWEYef8SH22sSVIpQdR3P7CK0swK3Od7MpvZN9GX6qAvXsbZyLXfOvo/crsnXzjvpNIHDh3HnL0ApKSFw661I51P3tmsPdO0u/Ll6ZSF0BeEqNe3Q/T//5//wzDPPUFpaSmVl5aiJEZIkzcjQPVX43TAMcQtdGONUu8eL3Ut3zOdYDsm8yasHexjKWGiyTElQx3JcdEUZqSZ1rklTpmnyned+QPeJOLKscO9Dt7J05YJR24RLy+hrOkHYKSEohylrmIV/YdmYwM2YGX7Z/Et6Mj14FS8SEmkrjcPkv4g4mQzpjRuRDQMlHCZ4+22FohfT1bW7ELoANddD1YU30RCES2naofvXf/3XfPnLX+bP/uzPLsXxXJVUVcXv99Pf34+maVesm835chwHwzDI5XLvu2M/lyt9bo7j0N/fj9/vRz2f26JT1NSf5vXDvfQmctRH/SyrjXDXogrWzi7mH189Nqqa1DlvKT//fbqPJlAUlTs/dDPXrR4duAPtrfjDRcyqWUGxr4LaRUsJjBO4UBjDPTF8Aq/iJagHWVm+klg+RspIMlGEOtksqTffxElncDxe/Lfegnw+ddK7dkNfobctNasK47iCcJWb9r8SsViMRx555FIcy1VLkiSqqqpobm6mtbX1Sh/OtLmuSzabxefzXbGes5fK1XBusixTX19/UT7/7GIXABkLvrmtja7hHF5NxnJcTNtlVmkAXZFHVZOadNKUafLCt75L15EkqqJx293ruX796MYFtmUx2NmOOqxQ5C1H0z3455egTdD3uSfdg4tLzs5RpVXRl+mjxFdCUA9hjLO9k8+T2rgJO5lC9vtILVqIPI27R5KqUvzYo9CxC3r2Fp6svREql07+RkG4Skw7dB955BF+/etf8/u///uX4niuWrquM2/evJFbie8npmmyadMmbr311hnX+/JqODdd1y/qVfapuskZwyKbN9k9INElZ/FqMsUBnTWzowxnTJI5i5KAPqVJU4Zh8J0XvkvnkQSa7OHm29ax6raFSPLoXxRiXR3IAw666cXyyJjF9rizlAFSRoqmeBMLiheQtbJk7ezptnyqb0zouoZBauNG7Hgc2efFe8stuJs2Tf8L6ninMFMZCmtwK5ZMvr0gXEWmHbpz587lC1/4Atu2bWPZsmVj/qH7wz/8w4t2cFcbWZbxeiefjXk1UhQFy7Lwer0zLnRn2rmdqpucNW06hzOU+DVsF4IelbwNIY9GfyI/MnY7WWnHUwzD4IUXvkPXkWE0yc9NN69j1e0LUdTRvyi4rsvQe60oKZlgRZQBowsnMPHY7K7eXViuxaKSRRR5i0a15Tu74YFrmqQ2bcKODSN5dIK3345zPvMj2ndC78lbyvVroVw0zBDeX6Yduv/7f/9vgsEgGzduZOPG0R1CJEma0aErCJdSxrDYcLCXZM7EsBya+lP06AqNHnjilkb+/a3WKY/dnmIYBt/5znfoODqIRwqzdu0arr9tPvo4k61i77XgDppIikLRdfX0HZy4lnpTvIm+bB+qpHJ9+fVsaNswpi3fKa5lkd6yFWtwCEnXCd1+O0o4jGOOX3t5Qm3boa9Qw5n6dVC+cPLtBeEqNO3QbW5uvhTHIQjXnLPHb5M5i3jWJG86OC4U+T0EdZk6XBZWhac8dntK4Qr3BdqP9eOlmLVr1nDdTXPxBce+N9+aIH60G4DQ4kr0iiAcHH+/WSvL3v7CeOriksUE9eC42zmGgZPNknzjDZxEEknTCN52K0pR0RS+nbO0bSvUU4ZCL9yyBZNvLwhXqWkPRO3fv3/C13784x9fyLEIwjUt5FVJ5iwSOQsHh2hAoy7qx3tyJZKuyoR92pSvcF944QXajnfjdYtZu2Yti1bNIjzO+Gy+LUG6eQAjk8GMOpQunTXpvnf37sZ0TKKeKPOK5427Tb6picy2bSR/9SsSL7+MHRsieOstqNHoub+IM7kutG49I3DXi8AV3temHbr33nvvuFe7P/zhD3n88ccvykEJwrWoN5GnIuRBVyV8mkpl2Mvdi8rxKKc7AX1iTf1ICciJ5PN5vv3tb9Pa1InfLWPtmrXMWVJLae3YK9J8WwKzO01qaACz2CYypxLNM/G8hfZkO53pTmRkbqi8AVkaeyxOJkPq9dcx+/oKj7M57Ex26k3nT3FdaN0C/YcLjxtvgbL509uHIFxlpn17+Xd+53e4++67efvtt6msrATge9/7Hr/927/Ns88+e7GPTxCuCcMZg53NQ5SFPNw8t4xoQOcTa+rwqRJHprGfU4Hb1tJB0K5k7Zq11M2uomp2ZOy2JwPXNk0SSgwn4FLaMPFVbt7Os6dvDwALowuJeAr7VGWVR+afXkZoJoewhmLgOEiKgnf5MiTLPrlMaIrB67qF5vMDxwpN5xtvgZI5U/8iBOEqNe3Q/eIXv8jQ0BB33303mzZt4pVXXuF3fud3eP7553n44YcvxTEKwoxmOQ5vHx/EclwqI14kSUKSJPy6iuuM3xh+PCOB29pOwKlk7ZqbqKwpp3Zh8ZilQacCFyClJXACLsFoCb7gxD2x9/bvJWfnCOthFkYnnsSkhIK4+TxuNosUiUAuhxwtQQmNP/Y7hutCy1sweFwErjDjnFcJnX/5l3/h8ccfZ+3atXR2dvKd73yHBx544GIfmyDMeIblcKg7zoKKECUhDzfPK8OrnS4naU4xdPP5PN/61rdob2sn4JZz05qbKS0voX5JdMzSIKM9ORK4ap2f2JHCPI3S+sYJ99+T7qEl0QLADRU3oMiTlLxUVdTyciRdR1IUlOJiQnffNbWrXNeFls0weKIQuLNuhejsc79PEN4nphS6P/3pT8c899BDD7F582Z+8zd/E0mSRrb5yEc+cnGPUBDe586epXxqTPZEf4pfH+ihP5UnljH4vVvnjArcqcrlcnz729+mvb2dgFTKTTfcRnG0mPrF0TFLg4z2JEZXCgBPY5jhfD+ObeMJBAmXlo27f9Mx2dVb6OAzr2geJb6SSY8nf/QYarQY75Il6I2NFD/2KEo4fO4TcZxC4A41gSSfDNzJJ3UJwvvNlEL3wQcfnPC1//zP/+Q///M/gcI6Xdue+u0wQbhWpXImz29tpS+Zx6vJBD0aO1uGWFwdntLs5FNyuRzf+ta36OjowC8Xc9PKOykqilC7oBhfaPTSoLMDVy3zMbClBYDS+ombzB8YPEDGyhBQAywpnbz6k2ua5I8dA0CrqUaJ7UM+JMENT4EyyXk5DjRvhFhLIXBn3w7Fkze+F4T3oyn97T67fZ8gCOcvnjH55f4uWgfTeDWZIr/OoqoQg2mDZM6acujmcjmef/55Ojs78Slh1q+4h6KiCBWzImOWBp0duFpFgOHeHsxcDkXTKK6qHv9Y7STdw3EkWeb6iuvR5MmrfuWbmnANAzkYQnFdSE3hRFwHmjdDrLUQuHPugKLJq2wJwvvVzGo5IwhXKcNyiGcM9rTHeOVANznTJehR8WoyYa9GTzxHxKedsy3fKdls9nTg6iFuXXUfRUURiqsCY5YGGR1nBG5DIXAB+tsKS/9K6xqQxxmjdVyHQ/kmABrDjVQGKic9Jte2yR8pzLX2LJg/tQYQroPUvPGMwL1TBK4wo007dP/wD/+Qf/7nfx7z/L/+67/yR3/0RxfjmARhRjnRn2Lz0T5e3tvN/9rYRHc8R0Opn9+/fS4lQc/J0o76lEs7jgpcT4A7Vt1POBQmUOQZszTI6EhidJ4RuJWFwE0Px8jGC1ew0dq6cT+nxewk42bxKj6uKzt3n1qjpQUnm0P2+9AbG8+5PY5NWXI/DLeBrMDcu6Bo/GMRhJli2qH7wx/+kPXr1495/qabbuIHP/jBRTkoQXi/smyHF7a38cL2NizbIWNYfG9nO22xLJIEOdMmlbNYMyvKkupCaceb5pTw5LoG5pafe0nNqcDt6urC5/Vz1+oHCPhDePwadYuio5YGTRS4AP1tLQAUV1aj6WN72Q7nh2k1uwBYUb4CXZm87KTrOOQOF4pYeBYsQDpX1yXHRmp+E78xWAjcOXdBpPac5y8I73fTDt3BwUEikbEL7cPhMAMDAxfloARhJsiZNr8+2Mux3iQeVSbgUVkzO4qqSCRzhS480yntmM1m+eY3v0lXVxd+n597138Unx5A1ZUxS4MmC9x8JkOirxcYf5mQ4zq807sLF5cyJUptsOacx2a2t+Ok0kgeHc/scyzxcWw48TrEO3AlGXf2XRA592cIwkww7dCdO3cur7zyypjnf/nLXzL7XH/ZBOEaYFgO7YMZfrKni+G0iU9X0BSJkoBOLG1Oa+z2lFOB293djd/v5/47PoaGH0mWxiwNMjpTI4Gr148OXICB9lYAQiWlqH4vLx59kRePvojlFH4ROBY7xnA+hoLCfL3xnMfmui65QyevcufNQ1InOTfbguOvQbwDZJW+8HIIV03nqxCE97VpF8f43Oc+x2c+8xn6+/u58847AXjttdf4h3/4B772ta9d7OMThPeVoz0JXt7XSTxj0VjiZ92cUn7vltn8n7eaSeXtUWO3lj35qgDHdjj0djfxFolvf/vb9Pb24vf7efCDj2HGC391z14aZHSmMDqSQCFw9arRgWtbJkNd7QCUNjSO+cyUkeLA4AEA5ukNeORzdzOyurqw43EkVcUzb/wGCCc/HI6/CslukFXcxtvJdb17zv0Lwkwy7dD97d/+bfL5PF/+8pf5q7/6KwAaGxv5xje+wSc/+cmLfoCC8H6RMSy+ua2N4bSFV5Pxago502Z+ZWjctnxTaUCfN3N0Jg6TtzMEAgE+9pHfJNNXGLc9e2nQqMCtC40JXIDBjnZc28EbDBKKlo5c3ULhivWd3newXZtyXzlRLT+l884dKnQA8sybi6xPENKOBU1vFgJX0WDuPeCdZschQZgBzqsM5DPPPMMzzzxDf38/Pp+PYHCKNVUFYQZrH8rQGcvg1WSqi3wsr42MrL3VVRldladV+CKTyfDWnldGAvfjH3ucZBeAS3Hl6KVBYwK3euzfSddxGDx5a7m0fmylp+ZEM/3ZflRJ5cbq1QQaxob22czevkJzekUe/yrXNSEzBId+BkaqELjzPgDBcphuE3tBmAHOK3RPKSsbv2ycIFxrXNflSE+yUMZRMlFlmZ54jtKQh+KAPuqK1nIsXjr+EgAfnftRVHnsX8N0Os3zzz9PPD2EImk8+vBvkumTcR27sDRozunJjFMJXIDhvh7MfB7V46GocvSaW8M22D9QqMG8tHQpAe3cgQuQP1y4ytVnzUL2jS7IIed70MwDcHhvYSlQzQ1w/SchKP7dEK5dUwrd66+/ntdee43i4mJWrlw56aL3d98VYzTCtad5IE0qb7OsNoLbzsm1t6Epr709Uzqd5rnnnqOvrw+P7qPCN5dsn4xt2mOWBhldUwtcgIHWFgBKautHFcMwbIPDQ4eZXzSf6lA1c4vmTuk4raEhzJ5ekMCz4KyuQ0YaLfkuijMIRMHMgZUDfZo9dQVhhpnSvwYPPPAAHk9hLd9kdZgF4VpkWA572ocBuHNhOWGvPmb8dqpSqRTf/OY36evrIxgMcuO8ezjxXjeZhEEg7Bm1NMjoSmG0Ty1wU7EhsskEkiJTUnO6AEVzvJk329+kL9NHPB/nd8p/Z2qVpDg9lqs3NKIEz7oyTvWi5FsBGVQd6teAmYVcAvSpXUULwkw0pdD9f//f/3fcPwvCterMzkFzywLkTIewT2V+eYi9HYlpj99CIXCfe+45+vv7CYVCPPjBR9nzix7MuEL38WGuv7dxZGnQqMCtnTxwAQZaCyUfi6tqUE9OdsqYGX524mf0Z/rxKl58qo+dPTuZWzQXvzb5Fakdj2N2dALgXbhg9Iv5JLRvB0DCAn9pIWyDZeCdQrchQZjBzntM1zAM+vr6xjRDqK8XdVOFa0fGsDjal0KWJFY1FKNryjlnJI/n7MB94hNPcnRTjGzKAsXF49foOjZMaW0IdzCL0Z7EcR3ecnaQTlt81Bl/bBggn0mTGOgHCnWWAWK5GJs7N3N46DAexYNP9bEouohYPkbKTJ0zdHOHCzWWtZoalDOL5WSG4NgGsA0s31yknIRm5cFfAgvuF1e5wjVv2qF79OhRPvWpT7Fly5ZRz7uuK1r7CdeUQgP6BEuqwsyrDFEV8Z37TeNIJpM899xzDAwMEA6HeeqppyDnIdbbharLKLZLcaWffMYi05pAieUA0GoCpLPWOfZ+uuRjqLQMW5fY3r2dtmQbhm3gVb0kjATF3mL6Mn2U+EoIapNfNdupNMbJ8WHv4kWnX0j1jQQuvmKMotsg5cXXOBdu/BT4xlayE4RrzbRD97d+67dQVZWXX36ZqqqqKY//CML70WQN6F871ENPIk8yZ3LjrPNbc5pMJvn2898eCdynn36aSLiIo0d7UTUJ1wVJgXTcIKJI0J8BVUavDSFXeeH4OY7fNIl1d2I6Jn2BNO82v4JD4e7U3KK5LCtdxn/s/w8yVoZibzF31N9xzqvc/NEj4IJWWYEaPXne8c5CaUfHKiwHarwd9v8UJA28EXGFKwgnTTt09+zZw65du1i4cOG5NxaEGShjWPxyXze9iTweVcanKbx1fIA55cFpjeOaWZNvffNbDA4OjgRuNBql/fAQjuVQMSuC4zikuyCAS1XEi6LK6DVB9JrgqMIWE+lra6Y70UUfMTxuoaFAhb+CZaXLKPYWYzkWqytXk7fzPDLvEUKe0KT7c7JZjKZCuz/PwpNXuUNNhX64rlNoWjD7DnCn/DUIwjVl2qG7ePFi0dhAuKYNpgwOdBcmS3k1hcXVEWKZ6TWgNzMmLa+1YCQNIpEITz31FNFolKGuNIn+LJIksWBNJbIKRrqXxgo/Hp9WCNzayYMRCsM9zcNNbN3zMkYui2d2JUWeIpaVLhvTF1dXdHRFx6ed+/Z4/tgxXNtBLYmiVZRD32Fo21p4MToLGm8FWQbr3L8QCMK1aEr/QiQSiZE//93f/R1/+qd/yt/8zd+wbNkyNE0btW04LGYnCjOXZTvsbR8GtzCmW13koy9RKIIx1SYGiURiVOA+/fTTFBcXk00Z9DTFAShvDOMP6+hZiyJHOX2FO4XA7U51s3dgL4Nd7YXA9fpZv+gu6iMNFzQc5BoG+WOF+9neRYugaw907S68WLYQ6tfCyf1Lqkrxo4/A7tx5f54gzERT+leiqKho1F9W13W56667Rm0jJlIJM53juGxtHiKes1heG8FyXHKmM60G9PF4nOe/+TxG0kALaDz51JMUFxdjWw7th4ZwXZdQiZfS2iD5riTqcKH+sVrlP2fgDmYH2Tewj/5sYaay25eiJljDsmXrqSpqvODzzx8/jmtZKJEwqtUO/YV1ulRdBzXXX/D+BeFaMKXQfeONNy71cQjCVcuwHLKGxaZj/fQlDRQZHr6+ltA0i2DE43GeffZZYrEYWkCj8a5GioqKAOg8GsPM2WhehZp5xZg9aYzWwjrclGaj1Yw/o9iwDeL5OBs7NjKUGwJAkRTqKEf1+1E1jbK6xgv+DlzLInf0KLgO3lAKqb+78ELdGqhYfMH7F4RrxZRC97bbbhv5c1tbG3V1dWNuU7muS3t7+8U9OkG4wk70p9hyYoC+ZJ5322IsrY3w8PW1lIe902piMDw8zHPPPUcsFqOoqIjILRHyep6smcUYkEgO5pAkibqFUZyhLPnWwpCOFdJJDju4rkvezpO38xi2Qd7Oc2ToCL9u+TXxfJzDQ4dZVLKIGypuYEnJEnoPHCIpp4hW1aKeNQR0PvJNTbjZLHKmDU0rA0mGxlugZM4F71sQriXTnkg1a9Ysuru7KS8vH/X80NAQs2bNmvbt5W984xt84xvfoKWlBYAlS5bwF3/xF9x3330A5HI5/viP/5jvfve75PN57r33Xv7t3/6NioqKkX20tbXxzDPP8MYbbxAMBnnqqaf4yle+gjpZM21BOIeMYbHhYC/9qTyW7ZAxLFI5i2hAn1JbvlOGh4d59tlnGR4epri4mFs+egvPnXiOjJkhOZxhbnwlYS1MsF6hubMf2nOYrkkmajG0NM0xcyc/aUkin1yuBIUr3O3d2xnOD+NVvEhIOI7DkpIlyIZD8lQxjPrGSY9NlVUemf/IpNu4jkP+4AHoO4i3MVJoUj/7jkITA0EQpmXaqXRq7PZsqVQKr9c77QOora3lb//2b5k3bx6u6/Lcc8/xwAMPsHv3bpYsWcJnP/tZfv7zn/Piiy8SiUT4zGc+w0MPPcTbb78NgG3b3H///VRWVrJlyxa6u7v55Cc/iaZp/M3f/M20j0cQTknmLOJZE9txUGWZRZVhFFma1izlswP3sSce46cdP6U31Qu2REfbMINsZ3ZdHaVxhVDvyRKNJRapsIlt2liuhXtyDY4ma3gUD1kpiyqrlHhLCHvCrCxbyVB+iJSZwmjrAyBcVo7Hf+ENBoxjh3FadiJjoNfOL7TmC1Wc+42CIIwx5dD93Oc+B4AkSXzhC1/Af8ZfZtu22b59OytWrJj2AXz4wx8e9fjLX/4y3/jGN9i2bRu1tbX8x3/8By+88AJ33nknAP/1X//FokWL2LZtG2vXruXXv/41Bw8e5NVXX6WiooIVK1bwV3/1V/zZn/0Zf/mXf4k+UVNtQTiHkFfFBTJ5h4C3sPQ04tOmPEs5Fovx3HPPjQTu008/TV7L0xRvwnVdSmL1hKQIhpKlsshLdTyK6lORK72otQE8igfFVXAPu3yo8UMEvUFkqXC1mzEzDGQG2Nm7E0VS6M30UuIrwevq9HZ3AVDWMLZn7nS5uQT5N74HRhrPwtlIi+4H/xQLgSgq3PBbF3wMgjCTTDl0d+8uLA1wXZd9+/aNCjNd17nuuuv4kz/5kws6GNu2efHFF0mn06xbt45du3ZhmiZ33333yDYLFy6kvr6erVu3snbtWrZu3cqyZctG3W6+9957eeaZZzhw4AArV64c97Py+Tz5fH7k8allUaZpYs6w5tqnzmemnRdc2nPTJKiLeNAUkFyJiE/hjvmlaJJ7zs8bHh7mW9/6FvF4nGg0yuOPP47f7+dY/zHSRhol5idilBDw+ZhTFeEGcylaUEOr9KPVnZ6lbJomftmP6qrYlo1NYfhGQ+OW6lvYP7CfpJFkXmQet1TdQrKzB8s08YXC6IHghX0v2RjW29/HHI4h+fzIt/4mpha6aM3nZ/LPJczs87sWzu1SmXLonprB/Fu/9Vv80z/900Vdj7tv3z7WrVtHLpcjGAzy0ksvsXjxYvbs2YOu6yMzPE+pqKigp6cHgJ6enlGBe+r1U69N5Ctf+Qpf/OIXxzz/xhtvjLqKn0k2bNhwpQ/hkrkU55a3YX+/hNeUqFRdyuKDHNl5hCPnel8+z7FjxzBNE4/HQ1VVFW+99Rb9dj8tVgtK1kNRf4gkScKOS8mJORyRj5D1W6T7bdg3tfOzXRt/3o+GRlG6iIMtB0i2nsC1LfwVNRzpHzrvc/eYccoTe1EPd2AbMv1zV5PduPW89zeZmfxzCTP7/GbiuWUymUu6/2mP6f7Xf/3XRT+IBQsWsGfPHuLxOD/4wQ946qmn2Lhx40X/nDN9/vOfH7llDoUr3bq6Ou644w5KSkou6WdfbqZpsmHDBu65554xxUze7y7luR3oSpBtH0bvS7OwMsSD11eP1F6eSCwW41vf+hamaRKNRnniiScIhUJ0pjrZ3rOdJdZSijvr6fB041NM7qm8AY/iRa30o9eNXYc72flZjoXRZADwwOwHSPb00unX0bxe5q+9GUme/FhPcS2LxEs/BiD80QeRMn1ITW9g9leTietQuZQlH3kA6SIP1czkn0uY2ec3k89tcHDwku7/qpjeq+s6c+fOBWDVqlXs3LmTf/qnf+Kxxx7DMAyGh4dHXe329vZSWVkoZVdZWcmOHTtG7a+3t3fktYl4PB48Hs+Y5zVNm3E/RKeIc5uetuE8iqJQEfahKAqapk0aukNDQ3zrW98ikUhQUlLC008/TSgUoi/Tx67+XUiyTFmslnJ/Len4IKW6B6/mw1MVwtMw+Z2j8c5PciQURRl5PdbVUTjextno4/xsT8SVzthPsgOpfQtILtlBF7lyGd5Fi9ADl65hwUz+uYSZfX4z8dwu9flM7Vfhy8xxHPL5PKtWrULTNF577bWR144cOUJbWxvr1q0DYN26dezbt4++vr6RbTZs2EA4HGbxYrFoXzg/fckcqZyFqsgUB859hTc4OMizzz5LIpGgtLR0JHCHckO83fk2Dg7RVBWV1KFmTEpUGSRQK/3nDNypSA4OkE+nkBWFaE3tee1DzndByyZwHSyiWFoNqCqeBQvO/WZBEKbkil/pfv7zn+e+++6jvr6eZDLJCy+8wJtvvsmvfvUrIpEIn/rUp/jc5z5HNBolHA7zB3/wB6xbt461a9cC8IEPfIDFixfz5JNP8tWvfpWenh7+/M//nE9/+tPjXskKwlSc6EsDUB/10zI4+RjPqcBNJpOUlpby1FNPEQqFSBgJ3up8C8u1KLbKqEg3oqRNihWJfs0lU2yh15+7lvJUDJzsmRutqUVRp/+bupJrQ8m2ACuhbCG5FgOkPJ5Zs5B959cnWBCEsa546Pb19fHJT36S7u5uIpEIy5cv51e/+hX33HMPAP/4j/+ILMs8/PDDo4pjnKIoCi+//DLPPPMM69atIxAI8NRTT/GlL33pSp2S8D51qneu7bioMoDE7LLAqNC1HIuXjr8EwEfnfpR4LD4SuGVlZTz11FMEg0EyZobNHZvJ23mK5ChV8bnIaZOQ6eAv9pLxWaQqLs4sSTuTJzU0iCIrlNY1TO/NrgsdO08GLlC5HCs0F7NnA0jgES08BeGimlLo/vSnP53yDj/ykY9M6wD+4z/+Y9LXvV4vX//61/n6178+4TYNDQ384he/mNbnCsJEhtIGJQGNooBGZcQ3qvKU5Tgjfx4cHOT5554nlUqNCty8nWdT5yYyVoagFqIxvhhrOIc3ZRKpDaJU+EhdhGUJp6pJtR/cR0zqJFJWie6bxsx7x4HWt6H/aOHcfHOgeiX5k3Mk9Pp6lOD4NZ8FQTg/UwrdBx98cEo7E12GhJlgIJWnJKAxq3TiyUP5RJ7nf1oI3PLycj75yU8SDAYxHZO3Ot8iaSTxqT6WONeT7k6jxvIU1wXRqwIo9QE4fnGO1czniI0Uw2ic+httC5rfhOF2QMIKLMDRK7ATCYz2DgC84ipXEC66KYWuc8Zv94Iwk2UNm2TOAklidun4V3n5eJ6W11qwchbl5eU89dRTBAIBbMdma9dWhnJDeBQPqwJrGX43iTKUo6jCj68uhKcxguVcvAbvgx3t4Lr4I0X4I0VTe5NlwInXINkDsgKNt+A07yyc25HCKmStuhrlrPXxgiBcuKty9rIgXCnd8SxZ0ybq1/DpypjXB/oHTgduxenAdV2XHT076M30okoqa0rWktiXRhnKEQh7CM8twtMYuajH6tg2gx1twLkbG4wws3D0l4XAVfRCHeWTjQucfB6jtbA/7+JFF/VYBUEoOK+JVOl0mo0bN9LW1oZhGKNe+8M//MOLcmCCcKmcmjAF8OgNtSNrb4/1JtnWNEjecni3fZj5lWHmlp++2u3r6+P5bz6PlbPwFnl54sknCJxcv/pu37t0pDqQkVlbuZbMeyZSbwZNV4guiaJfhGVBZ4t1d2GbJprPR6Ss/NxvyCfh6K8K/6/5CoHrj4JVuPK2envRa2tQKypRZ1iBGEG4Wkw7dHfv3s2HPvQhMpkM6XSaaDTKwMAAfr+f8vJyEbrC+1LGsPjBux3kTAe/R8ZxXDYc7KG6qBG/rtLX18dzzz1HOp3GW+yl4c6GkXKhBwYO0BRvAmB11WqkEypm6wCyJFG2rBTvrMi4nbkuhOu6DLS3AFBW13Du6lPZGBz9NZgZ0IMw/wPgPX3l7aTTGO3tqOVleMX6dkG4ZKZ9e/mzn/0sH/7wh4nFYvh8PrZt20ZrayurVq3i7//+7y/FMQrCJdc2mOF4bwqvJlPs91AV8RLPmiRzFr29vTz77LOk02kqKytpuLMB1VP4ffVY7BgHhw4CsKp8FaG+EIkDAwAUL4oSWFA8JnBPzTp+ZP4jqPL5rdpLDvaTT6eRVZXi6nMUw0j1w5FfFgLXVwQLPzQqcPNNTSTfeAOjqYnsvv046fR5HZMgCOc27dDds2cPf/zHf4wsyyiKQj6fp66ujq9+9av8z//5Py/FMQrCJZXMmexuj6GrMq7rEtAVeuI5Ij6NbGKI5557jkwmQ1VVFY8/+fhI4LYmWtnTvweApSVLqUyXMbCj0GQjWB8muqLsol/hntLf2gJAtLoWRZ0kuOOdcPQVsPIQKIMFHwL99KxsJ5Mh8YtfYMdiSB4PstdD8tXXcC5x0XdBuFZNO3Q1TUM+eSurvLyctrbCxItIJEJ7e/vFPTpBuMTyps3Go/24rsSa2SVUF/lJ5W2iAZ2V5Srff+FbI4H7yU9+Ep/Ph2EbdCY72dpV6Lozr2gec50G+rb14DguWqmfipuqLlngZpMJ0rEhkKC0fpJiGEPNcPxVcCwI18D8e0EdXaXN6usjd+hwIXD9fvTZc3ASCexk6pIcuyBc66Z9b2vlypXs3LmTefPmcdttt/EXf/EXDAwM8Pzzz7N06dJLcYyCcEk4rsvm4wMkshYBj8KHl1ehyjI50+buRp0ffu8Fstks1dXVPPnkk/h8Po7FjvFWx1v0pHuoC9dxV/1dLJHn07+9ByNnQdhD9a3VKOfoRnQhTl3lFlVUoXsnKNHYfwRatxT+XNwIs26Ds8Z9HcMgs2cPkqrgmiZKcTF2Xy9KtAQlJIpiCMKlMO1/Gf7mb/6GqqoqAL785S9TXFzMM888Q39/P//rf/2vi36AgnAp5E2b/R1xumJZNEXi9vnl+HQFXZXRzcRI4NbU1IwEbsbM8NMTP6Ur3YWu6EhIpPqGGdjdRWo4jxPQqFhbicd36bqUmLkcw73dwCTLhLrfOx24ZQtg9u1jAte1LNKbN+PmDXzXXYdWU4OTyaAUFxO6+y7kGdpTWhCutGlf6d5www0jfy4vL+eVV165qAckCJfaif4UrxzoYShtMJTJ86mbZxPxa1i2Qy4+SMfOX+KYxkjger1eAA4OHuTo0FG8ipeAHmCtdxW+VplBK4UaChJZVkqk7NKG1UBHa6EYRlEx/vBZ635P1lGm90DhcdVyqFk1Zh+u45DeuhVrYBBJ0yh6+GEknx83l6P4sUdRwhd/eZMgCAXTvtK98847GR4eHvN8IpHgzjvvvBjHJAiXTMaw+OGuDgZTBh5VJuzVebctRsaw6O7unjRwj8SO4FE9uLg0WjXobQ6eRBj8HvSGMJWzLm7xi7M5ts1QZ2F9cdnZV7mOAy1vnQ7cutXjBi5A5p13MLu6kRSZ4C03o0QiyLqOEg6LK1xBuMSmfaX75ptvjimIAZDL5di8efNFOShBmC7Ldnjx3cKkvjMLXozaxrF4ft+P2dSs4tVKKA7oLKgMMpg2ONbSyS9/9B0c06C2tpYnnngCr9eL4zrs7ttNU7wJXdH5YOMH2XZoM+X9YXxuhGhRDWpVhNpFUST50kycOiXW3Yltmug+H+Ezi2GcWUdZkqDhZiidO+4+svv2YTS3gASBdetQy8pwrYtXllIQhMlNOXT37t078ueDBw/S09Mz8ti2bV555RVqamou7tEJwkXWH5dQZDBMh6BHpSeeQ3fy/PSHP8XO56irq+Pxxx/H6/ViORbbu7fTlS40FFhZtpJauxKPZWDqLtX6ApTyMDULo+jeS9sl03Vd+lubgcJY7sjM6LPrKM++HYrqx91H7uhRcgcPAeC/4QY08fdVEC67Kf9LsWLFCiRJQpKkcW8j+3w+/uVf/uWiHpwgXIizyz32JnPEUhLVUZd82kM6b6PaOQb3b8RvZamrq+OJJ57A4/GQt/O83fk2g7lBFElhTdUaKowSMicGUWyNtCFBTZDSujChqPeSn0tyoB8jm0XRNKKnimGYWTi2ATKDhTrKc++CUOW47zfa28nu3gOAd+kSPLNnX/JjFgRhrCmHbnNzM67rMnv2bHbs2EFZWdnIa7quU15ejqKMLRAvCJeLYTnkTJuMYRH26aNeM22HHc0xAOZU2ZQrZSSGBkns34DfylFfX8/jjz+Ox+MhbabZ3LmZpJFEl3XW16ynKBskf3wY13ZJZmA4YOGPeChvCF2WcxtobwUgWlOLrCiF+snHfg25RKGO8tx7IDB+vWSzt4/0tm0AeObNxbdkyWU5ZkEQxppy6DY0FBbhizZ/wtWoqT/N5mP9GLaD5Th8cGkVjSWnJwXt64iTzlt4NKgvc8i0DZLYuwHHMkcFbiwX463Ot8jZOfyqn5trbiaQ9hQC13VJGA4xjw2aS83Coks+jgtg57JkhmMoqkppbUOhjvKxDWCkx62jfCYrFiP91lvguOh1tfhWrrzkxysIwsTOayDqxIkTfO1rX+PQocL40OLFi/lv/+2/MWfOnIt6cIIwFXkbfri7k9bBDH6PzJGeBKbt8qmbGzEsh4FUjpxhoWsSsyod8kMZut4ZG7g96R62dm3Fci0ieoSba25GT8kjgZtTJGISIIFeZ6GN0/rvkpzf8BAUhSiqqEKzknB8Q6Gso6+o0CnojLKOZ7JTKdKbNuFaFmp5Gf41ay5ZlSxBEKZm2kuGfvWrX7F48WJ27NjB8uXLWb58Odu3b2fJkiVs2LDhUhyjIEwqacKJ/jReTUZGxnZcdrcN8+yWFl492MOrh/rY2jSIR5PRM2na32zDsUx80Uo+/pufwOPx0Jpo5e3Ot7Fci3JfOXfU3VEI3GOFwHUDGn05GyQJtdxCCV2eOz5GLouZSgJQWuQZXUd5/n0TBq6Ty5HauBEnl0cpKiK4fj2SGP4RhCtu2le6/+N//A8++9nP8rd/+7djnv+zP/sz7rnnnot2cIIwFX1ZCU2WsRyXspCG7YKmSuxpG6YnkceryRi2w+GWXoyD7Si2gy9aSc2qe9B1ncNDh9k3sA+A+lA9N1TcgJswRwJXKfbQmTBxXQhEdFSvfXFPwLZg9/OFP698EpTTfy2HOtoBl4Bm4u/dBq5TqKM85w5Qxq985ZomqU2bcFJp5ECA4K23IOn6uNsKgnB5TTt0Dx06xPe///0xz//2b/82X/va1y7GMQnClPUkcgwbsLA+iOWC7cDymghLa8L8ZE83gxkDCYn6IOx8bz8LJYmyygCf+e2n8Ope9vTv4fjwcQDmF89neely7Hie/NFC4KpRLwO2Sz5roeoK1QuKOLkc+JKzLYuhrg485jCldhu4oZN1lG8tLA8ah+s4pLdswY4NI3l0grfdiuyboD7zSZKqUvzYo5fgDARBONu0Q7esrIw9e/Ywb968Uc/v2bOH8vLyCd4lCBfHmcuAHlpZzTsthRnJ62aXUBrykzNtPrGmDlWR2deZoDeZw2vn2LPvKLprUFTlof62OmRFZmv3VjpTnQBcV3Yd84vnYw3nRgVuJqgRPx4HoHZBMT6vh0fmP3JZzjXW1YEz1EqR3U8oNKdQR7l+XaEAxjhc1yWzYwdmTy+SqhC89VaU0OWZXS0IwtRMOXS/9KUv8Sd/8if87u/+Lr/3e79HU1MTN910EwBvv/02f/d3f8fnPve5S3aggnC2A10JUnkbXYal1WFaY3l0Vcavq6iKzD2LK9h1tIO+jiZ0TNbVB6lYFyBuxXm17VUyVgYZmdVVq6kL1Y0JXLcqQM97hYb05Q1hAkWecxzRxeM6Dv17XofhNoJBD1LVcmhYM+l7snv2YLS2gSwRWL8eNRq9TEcrCMJUTTl0v/jFL/L7v//7fOELXyAUCvEP//APfP7znwegurqav/zLv+QP//APL9mBCsKZMnmLQz2FCUazwy66OnZOoJIeoKZvK2WKy7xZddx8/yq+vvfr9KR7qA5Ws6x0GQ/MfYByfznW8OhbympjmOb3BnAdl0CRh9K6y9jqznFI7P45Zn8zqiqTL1uAW309UOgONPzDHwFQ9PBDSCcb2OcOHyZ/9BgAgRtvRKscv0iGIAhX1pRD13VdACRJ4rOf/Syf/exnSSYL/+iFxC0s4TLKmzYHuuMsq44wu8xPvB9UReYTa06XP2xubuZ73/0OqmMSLqvh4Y99hO8f/y6dyU50RcewDQzbIKgFC4F7LDYSuJ45RXQejWGcHMetXVh8+ZbaODa0bqT/6F5AonjJzTR1Zyd9S765mex7hTKtvhXXoTc2XvrjFAThvExrTPfsf3hE2AqXytklHE81MDjRn2LDwV76U3myhs2q+gjxs97b1NTECy+8gGVZ+EtrqL7+LnJujvZUO7qioys6q8pXkbJSJAdjBNsVXMdFLS4Ebqw3Q7y/EHS1C4tRtcuw1MbKg5GCwz8jM9RPJmtAxSKii2+C7tcmfJvZ3U1m504AvAvm412w4NIfqyAI521aoTt//vxz/sY/NDR0QQckCBPJGBY/2dNJfzKPR5MJelQ2Hx+k/IwVPGcG7ty5c3nsscfQNI1kPknWzJKzcxR7i4nlY1S7FegtNq4kFwJ3bhG5jElPUyHGK2aFCUQuwzjuwFFoehPiHVBUR78zC8qvo3j2YjTPxJ9vDQ6S3rIFXNAb6vFed92lP1ZBEC7ItEL3i1/8IpHIpe0ZKggT6RrOcrA7iUeTCXk15leGGEjmCJ8M3RMnTvCd73wHy7KYN28ejz32GOrJMc/eTC9ziubQlerCdV2qnDJuNq5H82gjges4Lh2HYriOSzDqpaTmMozjGml477sQawFVx8jmiGdTUOKl9OyeuSc5hoE9PEzy9TeQZBmtsgL/6tWi2pQgvA9MK3Q//vGPi2VBwhWRM212tw+jyRKW41Lk1+iN5yj2a3jzhSvcF198EcuymD9/Po8++uhI4Dquw5HYEUp9payrXkepXcQHrdvweDwjgSvJEl1HYhg5C82jUDv/Mozj2iYcfw169oGqg+ZjILAE0kMEQz58wRCmaY56S76picyWLRidneh1tfjXriNw001I8rSLywmCcAVM+W+q+C1auFIs2+HNI/2YlsuqhmJqi32k8zbRgM7di8rJpxN8//vfHzdwAVoSLWSsDF7VS71UTW1fCZqsjQrcwc4UiYEskiRRuzCKol3iEEt0w4EfQ6ILNC8gY/vKGOobAM1P6eyxY7NOJkNywwaMzk4kTcM1LZxUEvesYBYE4eo17dnLgnC5GJZDxrB4/XAfw1kLjyrz2I11eDV1pAhGV2sTTU1NuK7LggULeOSRR0YFruM6HBk6AsACbQ49XS3ggFKkjwRuNmnQ25wACuO4/vAlLJloW9D5DvQVmoUQKIU1vw87/jdDgykctQLPrNWEqxrGvNVKJskdPYqkaci6ju/663FTKexkCtnvH7O9IAhXnymHrmjpJ1xOJ/pTbDkxQE8iR0XIw/LaCB9f3UDIq6GrMroq09XWzIsvvojrusyfP39M4AK0JdpImSmCOS+VsQi9DhhBG/1k4NqmQ/uhIVzXJVziu7TjuMleaNlc6IULhQpTtTcCEm7vQQbSrVC9htKlN4z7dquzEywLN5tFKS/HGY6hREtQQpdxDbEgCBfkvFr7CcKllDGswrKgZB7HcckYFum8TcCjjKzHPXr0KN/73vexbZtIJMJDDz00JnBd1+Vw7DBaRmbecC2yV8YI2gxXGyN9cDuPxjDzNrpXpXp+0aU5IceGznehd3/hsR6AhvUQqSk8ti3iKQsTDcUbpLiqeswurJ4e8seP4124ECeTxTFNlOJiQnffJa5yBeF9RISucNVJ5iwGUnksx0GVZZZUR0AqPO/X1ZOB+z1s22bhwoV4vV6UcdrWdSQ7yA2nKe30U1ZShlKkM1xkjMxkGOhIkRzKFcZxFxWjjFPV6oKlB6B5E+ROriYumQt1awoTp87Q3194vbS2DvmsZgZSPk9mxw5kF/w33ohcVIyby1H82KMo4fDFP2ZBEC4ZMeVRuOqEvCqJrEnWcFAVsB2XiE8j5FU5cuQI3/3ud7Ftm8WLF/Pggw+OO8nPdV2OtR+iqMNDha8CvdiPPrdo5Cc+kzDoaymM41bOjuALXuRxXMeBzl1w+OVC4Go+mHsXzLplTOCmh2Nks3kkSSJaWzf6PGybwLFjuHkDpbgI38qVyLqOEg6LK1xBeB8SV7rCVacvkaeu2M+R3iS6qhAN6NyzuJK2puN8//vfx3EcFi9ezMMPPzzhXIPOnjbkZgPVlamsrMU7rxibwoJe14LOwzFcF8JlPqLV4zeCP2+ZocLYbeZkoZjoLKhbe3KW8lj9bS0AFBcH0fTRxTBye/agpNNIukbgJtGIXhDe70ToCleVvGWzqzVGWcjDzXPLKPbrI7OUTwXukiVLeOihh1AUZdzQtZMG3e+dQHKgtLKK4MKywhiuA64LRruG6XPw+XWq5xZdvIN3HOjZC93vFZrNq16oX1sI3YnON5Mh0d8HQGnZ6MIz+eZmjKZmAHxr1qAEA7iWdfGOVxCEy06ErnDFnVlnuaHER95yCPs06iQJWZJoazrOj374AxzHYenSpXz0ox8ddwwXCoHbu7eZjJHB9LtkMxEOvt3FopuqQAKrX8FJysh+qFsYvXjjuNkYtLxVGMMFKKqHhpsKt5UnMdDeCrJC6PoH8K48PWvZisXI7toFQK62VnQNEoQZQoSucNVI5Eya+x1kWebGxihvHOkn2dPCj957c8qBmzs8RHeiCyNgU7aoHu3E6du1+aTNde4aqIDqeUV4g9qFH7TrFmYld+0uzFJW9MLVbcmcc77VMk2GutoBKG1oHHneMQzSb2/BtR3Uqkry/tPBLakqxY89euHHLQjCFSEmUglXhZxpc6grgWE5zC0PUhbykOxpoXvPGziOw7Jly84duEeGSOQSDOlJkrU280rmj7xuGTYdh2MARMr9FFdehHHcXByO/AI63ikEbqQWljw4pcAFGOpsx7UdvMEgoWgpUJgAltm+HSedRg4E8K9eDaIanCDMGOJKV7jiTvSn+PWBHgbTBobtsG5uKQcPHqR7zxvguiw9GbjyBPWFVUPCODaMjEwH3QzX5JlbPBef6gMKjek7jw5jGTa6T6V67gU27XDdQkWpzl3gWKBoULsayuaf+72nduE4hVvLQGn96THf3MGDmF3dSIpMYP1NuPolrI4lCMJlJ0JXuGzG65GbMSxefKedgZSBV5MJeVW+t3Ef1uHXUXEJVc/hIx95YMLAtVMGkWENt8YlHcjREulDlmUWFBdqF9uWw3BfBtt00LwqdYuiyMoF3ODJJ6HlbUh2Fx6HqqDxZvBMryrUcF8PVj6P6vFQdHK81uzpIbf/AAC+VatQi4vHNDwQBOH9TYSucMXkTJtXD/ZypCeJV5MJezVCTood+w+xSJFZtWIpDzwwSeAmDYyjw0iuhBLWORJughw0Rhrxa34GO5O07hsgGcuTKs+x5JZavIELGMftPwIdOwvdgWQVam+AsoXndft3oLUFgJLaemRZwU6lSW/dBoBnzmw8syae8SwIwvuXCF3hsjIsh5xpc7gnwZGeFMmchU9XSOYsvGacbe+145UsVi1fwgMPfGTSK9zckSFc28XUHVJ1Dr29vUhILChegJm3Of5uP6lYHkWVkRWZgY4k1fOK0DzTXOtqpAtXt4nOwuNgReHq1nt+1aBSQ4NkkwkkRaakpg7XtklveRvXMFCixfhWrjyv/QqCcPW74hOpvvKVr3DjjTcSCoUoLy/nwQcf5MiRI6O2yeVyfPrTn6akpIRgMMjDDz9Mb2/vqG3a2tq4//778fv9lJeX89//+3/HEmsaryon+lO8dbyfn+/r4p9ePUZ7LENF2MPv3jKbiJSmr6sQuPcureKRj54jcA/HcG0XJawTLzI5Mlz4mWkINxDUg+TTJoOdKWRVRvMolDeEyGcsjOw0fyYGjp9swdcJslJoULDgvvMOXICBU8UwqmpQdZ3su+9ix4aRPDrBm24SBTAEYQa74qG7ceNGPv3pT7Nt2zY2bNiAaZp84AMfIJ1Oj2zz2c9+lp/97Ge8+OKLbNy4ka6uLh566KGR123b5v7778cwDLZs2cJzzz3Hs88+y1/8xV9ciVMSxpExLF7Z303bUAbXhYxpE0sb3DKvFHW4ndq+HSxWe3n0+ip+59EPTyFwHZSQjj63iIyboTtTGGNdEC2M5Q73Z8B1sU0Hb0AlkzDw+FV03xRv7hiZQoP5ls1gG4UWfIs+ApVLL2g2cT6TJjHQD0BZfSP5pibyJwtgBNauRQ5c5OpYgiBcVa747eVXXnll1ONnn32W8vJydu3axa233ko8Huc//uM/eOGFF7jzzjsB+K//+i8WLVrEtm3bWLt2Lb/+9a85ePAgr776KhUVFaxYsYK/+qu/4s/+7M/4y7/8S3QxA/SKS2RNDvek0BUZr6awujFK1rTZsXsvm371MzQJSuvm8NBHfmPKgetdEMVyLLrsLmqooS5UR1gPkxjMEu/LUlobwjIcLNPFG9SZvaJsareWh5qhbRtYOZBkqF4BFctgguOajlMlH8OlZSh5g9S77wLgW7ZUFMAQhGvAFQ/ds8XjhW4r0WgUgF27dmGaJnfffffINgsXLqS+vp6tW7eydu1atm7dyrJly6ioqBjZ5t577+WZZ57hwIEDrBxnjCyfz5PP50ceJxKF4vemac64GaOnzudKnlfbQArTtMmZNhVhneF0HiM1xGvbNqJJEK6dT8nCtYUhAXdsaUcnbZI/UrilLAc1lNlBLMdiKD1EzIlRaVcyNzSXdCJL28FBHNuhcm4YzSdjmQ4Lb6rA41cn/w6sHFL7doi1FB77o7gNN4OvGGy78L8LYBkGAx1tuLZDqKSMxKZNOIaJWl2FPHfuuMd2Nfy3u1Rm8rnBzD6/a+HcLpWrKnQdx+GP/uiPWL9+PUuXLgWgp6cHXdcpKioatW1FRQU9PT0j25wZuKdeP/XaeL7yla/wxS9+cczzb7zxBv4Z2r1lw4YNV+RzEwbsj0koeZDzEp3dSZz+NJFkC0WyQ2lpKbWlfqSBffz6V/vGvF81JSIxDcmVMDWHeJEJhTuynDBPANB9uJu3jr9NrlfFNiQUj4tnyCLTWZit3JnbhzTJhaov309J+iiKYwAQ9zcw7CuBpq0X7XvIDw2QG+pH0T0M7DmAFh/G8XhJenT45S8nfe+V+m93Oczkc4OZfX4z8dwymcwl3f9VFbqf/vSn2b9/P2+99dYl/6zPf/7zfO5znxt5nEgkqKur44477qCkpOSSf/7lZJomGzZs4J577kHTLkLpw3OwbIcfvNsFwIeXVfDqkQGW1tjUFnlpGsgw0H6cxNHdaLLD9ddfzwc/+MFx2/PBGVe41YUrXM/8IqST62xTZop0U5qhg0N84q5PYPfqxIoyKKrMrBWlKKrMkW2FX7oWrK1EVsb5DNtA6tgBg/3AfPAV4davL4zhnifHtjm48TUAFt92F7Ki4Dg2R7dsxqqupEzz4e3pRZrVSOCOO1DO+oXyTJf7v93lNJPPDWb2+c3kcxscHLyk+79qQvczn/kML7/8Mps2baK2tnbk+crKSgzDYHh4eNTVbm9vL5Unx8AqKyvZsWPHqP2dmt1cOcE4mcfjwePxjHle07QZ90N0yuU6N0l2sF2JrGGxpXkYw4aigIe1c8s4fPBNsse2oklw44038qEPfWjCwLXTJsaJJDIyRBReUTbitsFH534UVVY5PngcWZGJyBH0TJDe/iSKolC/uAR/0ItjOyNlIzVNHVsUI94BrVsKS4IUBSqXQfXKwizlC+DI8hmfqyErCkNdfbi2jWoY+GMpJEUhsHo1elnZlPYpfi7fv2by+c3Ec7vU53PFZy+7rstnPvMZXnrpJV5//XVmnVUUYNWqVWiaxmuvvTby3JEjR2hra2PdunUArFu3jn379tHX1zeyzYYNGwiHwyxevPjynMg1yrIdXtjexgvb27Dswljsif4UW04MsOFQLy/t7mQwleOWeaUc3PcevfsLdzFWr159zsDNHR7CtRyUoI5nfhHuGT+tGTNDW6INgEqnhu4ThbkAZfUhQtFC31pZkVlySw1LbqkZHbi2WVh3e2xDIXC9YVh4f6HYxQUG7imuY5N+5x1i338R17IYaGvGyefx9w8hSRKeuXPQGxsvymcJgvD+ccWvdD/96U/zwgsv8JOf/IRQKDQyBhuJRPD5fEQiET71qU/xuc99jmg0Sjgc5g/+4A9Yt24da9euBeADH/gAixcv5sknn+SrX/0qPT09/Pmf/zmf/vSnx72aFS6djGHx6wO9DKTyGJZDxrCIZy32732PV1/5OQBr1qyZ9Jby2YHrXVCMLY+eXHV46DAODmV6OX1DWdxyl0CJh7L60OQHmOgutOAzUoXH5YuhZhUol+6vQnJokGwijtncRCRaiVoSxbdixSX7PEEQrl5XPHS/8Y1vAHD77bePev6//uu/ePrppwH4x3/8R2RZ5uGHHyafz3Pvvffyb//2byPbKorCyy+/zDPPPMO6desIBAI89dRTfOlLX7pcpzHjjVc3+ZRTVaYSWYPDPSl2t8cwLAdVlmkoCTDQ38tPd27BL003cDW8C4qRVLnQIP6krJmlOV6YSVUyXEePeQxVV6hdUDzhfrGtQoOCvoOFx54QNKyHcNVF+HYmN9DWgtHWRkjWUP0+AqIAhiBcs6546Lque85tvF4vX//61/n6178+4TYNDQ384he/uJiHJkzBqSpTgymD99pjzC4PokgShuUQCWvEhwboaTnKQsVm7dq13HvvvdMI3GghcM9ydPgoDg6hZAly0gMS1CwoQtUnCLJkb6HIRT5ZeFy2oFBZSimM3biWxfAPfwRA0cMPIakX769F3sgTO3IYa2CQ4rpGAutuQp6hs+MFQTi3Kx66wtVnoqvaU1e0GcMi7NNpH8rwn5ubaR3I4NFkEjmTtsEM9wb8bIkZdCaG6Blqo04e5tab1vCBD3zgggPXtE2a4804GYnIcBUooEds/OFxCqA4NnS+W2gyD6AHCle3kZqL80Wdi2nR39pMXoZwuIjI9avQKsovz2cLgnBVEqErjOvsgD01OSpr2PQmcjSU+MmZDl3xLB5Nxq+rXFdXhG27rPAFiPceR+3bj6bY3LZ+Lffcc8/Ey4IyUwtcgL5MH5WeKvTuUsLBMP6Ihh4fW0yD9AA0byo0mgcomQt1a0AdvzqZYxi4uRxOJoMSPv+6yiO6e1D2H2DAyKFEiym+/W68ixZd+H4FQXhfE6ErjHEqYHOmQ96yWVFXxOuHe+kcziLLcLQ3QVc8y+rGKNURH3nLpTToIW86lAQ8NPccpr1/N34J1q9fz9133z1p4GYPnQzcwOSBmzEztCfaiWSrqdOr0L0qVfMi7G0+c4cOdO+Bnr2FZvOaDxpugqL6Cc8339REZvt2nFwObIvQBz6AZ/ZsXMfBNYzR/zNNXMMohLRh4BrmyHOF1w2sRALl5VfIDw9BOITHAU8qg5PJiFvLgnCNE6ErjJIxLF5+r4uueBZVltjRPMi7bTFMy0UCFGTKQl40RebuxRXcPK+U/2/DUVJ5i2ggRLnZw9tHC1Wc1t80zcBdOHHgNsebebP9Tcw+mYjZw+z6BdQuKkZRz9h3ZqgwdpsZKjyOzoK6taB5JzxfJ5MhuWEDZk8Pkq6T2bOH3NGj+G+8Eek8lw856QymmSfm1fCpKhVLl+Gk09jJlAhdQbjGidAVRhlMGRzsToALuBIRn0bGcCgOqGRMi5KATklApzTkoSzkQVdk1s0uJWfazJN72LzpVQDWzF7BXXfedVECN2Nm+FXzr0gP56lKzENzhzga+zY3al8AvIVazd3vQf+Bwp9VL9SvLYTuORgdHeT27S9cFVsWsseDnUjipNIjt5klTUPSdSS98P+yrp/x3Bn/O/ncQHsrx7e9SSqZIOBRMRMJ5Jp6lFDwvP6bCIIwc4jQFUa4rsuBrjiyJGHYDuVhL+UhLxURLzfNKeHf3jxB1nCIBnTuWVyJX1exbAddlUm3H2Tz4UJVsLVzVrJ+3o0XJXBd1+XAwAEO9B6iIjYbTdYoD5kk/P2kjCTFbo6q+LtI3YOFqlJF9YXbyZrvnOebP36c9M6doMi4hoFaUYEcCqPPnkPkwQdQIpFCkE6jlZ+Zy9F09BCZgA85nUKyLLqMLDW33iyucgVBEKErnPZeR5yhtMnSmgiW42LZLmUhD/csrqSxxD9yRfuJNXWEfYUJSaoi02C1c/Rk4N5y8y2sDi6aPHAPTy1w02aad3reoT3ZQdFgDSk7hzekMhg8QomjEuw/hjTYhG4lQdFh1noomXPO83QNg8yuXRht7ciqRuDWW2HjJhzDQK+rJXTPPWhTLM94toGOVnqOH0X2+3GLiigtrUSeOxvKxaxlQRBE6AontQ1mONhVaG94//IqIj59VMCeuqLV1cJM5VPeeustXn21cEv5tttu47ZbbiOzq3fczxgJXPPcgdsUb+K9vvewXAttIMQNwTXsye8hEd5PQ7KTO7I5/Ol/xypfSlaL4i76CASKznmeVixGessWnFQaZAnf8uV45swpTIjK5Sh+7NHzmr3s2DZdxw7T39yErKg4to3P5yOPQ3GkCI9fNKcXBEGE7jXNsh2+ta2NWDpPNKCjqQqLqkI0lgTY0RwbE7BnOztw77jjDlx7/GInTtYaCVzZP3HgZswM7/S+Q2+mENyRfAmldiNqVCNX2smsthjLE0mCmg/MLOSTDAavL6zBPYf8iRNkd+/GtR1kv5/AurWopaW4loWs66Dr53ULOBMfpu3AXoxMBkXTmL92PUe3bSbX3o5X9zD3hjVo3okncwmCcO0QoXsNO1VNqiOWpa7Yxx0LyllRV4QkSXxizeglNqoij3pu8+bNI00obr/99jFlPM/kZC2yhwZHAtc3QeA2x5t5r/89TMdEkRQWBBchD0RwVJdIpYf69iPMSvTi13ygh6DxFqTsMJozef9L1zQLt5NbCw0StOoq/GvWFIL2AriOQ19LE73Nx8EFzeOhdskyApFi8ukU5oLFXHf3fXgC4ipXEIQCEbrXqFONCbpihaVBluMymDbImvakV7cAmzZt4vXXXwfgjjvu4LbbbptwWydrkT7Yz7udu7C8Dreu+CCSNjpws1aWXb276E53AxD1RllVfgODh/LkbBOfDyqtHfSlB7AVHdeVIFACmUFcXxQzPfHVqRWLkdm6FTuZAgl8112HZ/78UWPOkqpS/Nij5/zOzpTPpGk7sJdsvFB8I1JRSc3CJaiahmPbKJqGomniClcQhFFE6F6jkjmLI71JZFlCU2RW1hWRNiySOWvS0N24cSNvvPEGAHfeeSe33nrrhNs6WYvcsRiu6WB5HGK1+TGB25poZXffbkzHREZmaelS5hfPp/tEnFzKRHGy1Ep7kFJxbNXLiXm3U9V9DPIp8JfgzrsPe8excT9/9O1kH4F161BLz785/SmDHW10HTtc2K+qUrNwMcWV1Re8X0EQZj4Ruteo1sE0edMmZzqUhTzEsyalIQ8h79QC96677uKWW24ZdzvXcnCyJtkDAwDIPpVYOI97xq6zVpbdvbvpTHcCEPVEuaHyBiKeCMN9GWLdaUgPUOM/gO7msT0hOmtXYGp+XE8F2Aas+i1Q/cDo0B33dvLq1cgX2ObRzOfoOHSA5EA/AIHiKHVLlqF7z708SRAEAUToXpOO9yU53pdmcVWYjGFjO4xaezueN998kzfffBOAu+++m5tvvnnc7cz+DLmjQ9jDBmrUi2dOBO+KEtzW09u0J9p5t+9dDMdARmZxyWIWRBcgSzK5tEnX0RgMtVCmtxDyGxCuwW1cj9nyi0KZR9VTWIerB8AZPXHLHh4mvWXL6dvJy5fjWbBgWmttxxPv66Xj0H5s00SSZSrnzqe0ruGC9ysIwrVFhO41wLIdtvRKJHZ2cOv8cna2xAC4fUE5xQHPmLW3Z3vjjTfYuHEjMHngOoZN5r1+7FgeVBnXBSfv4Louhm2QMlJsbN/IUL5QprHYU8yNlTcS8UQAsG2H9v29uD0HCchDlJUaULkcaq4H1y58iCzDqqdAPvmj65gjn59vaiL77runbyevXYt6nuttT7Eti66jh4h1Fa7IvaEQdUuW4wuGLmi/giBcm0ToXiMsB7rjOd480oemKswuC7CyoZiVDcUTvsd1Xd58882RwL3nnntYv379xNvnLKyBLKgysq7gaQjh5Gxa+5rZ2L6R/mw/daE6Fpcs5tbaW1kYXYgsnR7j7d7fjtG8F9XNUjvHRJpz+0gpR1VSeWT+I+N/sG2T2bEDp6MQjFpVZWF28gXeTk4Px2g7sBczmwWgrGEWFXPmIp9nTWZBEAQRuteApv40h4Yl9mX6aCjxc8fCclY3Rid9j+u6vPHGG2zatAmAD3zgA9x0002TvkfyqmgVfuyhHHJAxUzlGZSHefbYj+jN9OJVvNiujeVYNIYbRwXu0KHDxPcXaifXzlVQl94P/smPEcCOxwnuP4CZy6OoCr5ly/AsXHhBt31dx6Gn6Rj9rc2FpUBeL3VLlhMsPvfxCIIgTEaE7gyXMSx+tLuToTyU+GRc12UobZCzJl4a5Lour7/+Ops3bwbg3nvvZd26def8LFlX8C4pIdbRRyI9SMpr0FY9yEB6EJ/io8hXxI0VNxLLx0iZKfyaH1yX7NGd9OwqDPpWzIoQuOG2wrjtBJxMBjuZwhocJLN/H0oui+z1Errl5gu+nZxLpWg/sJdsslCdq7iqmuoFi1BU7YL2KwiCACJ0ZxzLdvj+Ox0APLiimjeO9HOkN4Umg0+XWdUQJZ4zJ1wa5Lour732Gm+99RYAlddX0lHSgeVYqPLEPy4ZM0NropWmdBPx8h5US0aZFSIYKGZ2/2yODx8noAboy/RR4ishqAXBymMf3Uj7vhguMqG6OkpvWgOTXKXmjh6l/2v/hNnXh1ZRjrZgIVYkQuAD96AGz7+Lj+u6DLa30n38KK7joGgatYuWECmvPO99CoIgnE2E7gxkWA79qRw/ea+TvOni1RQkoDSoM5DKT7g0yHVdXn31Vd5++20APnDvB+gs6ZzwcxzXoTvdTXO8mZ50Dy4uOKAoKjW+ahbNXkU0EGVB8QL+dc+/kjJTLPQu5I76O/CbOdzjr9NxwsS0dLSaedSsXzpp4DqZDIlf/AKjowNJ03AyWZzhYTILF1zQ+K2Zy9F+aB+pwUEAQiWl1C5eiuY5v8IWsqKw/O4PnvfxCIIwc4nQnWGO9Sb55f5uhtIGjSV+Vs8u4am19fz/entJ5+0JlwadHbj33Xcfq25cxUvHXxrzGUkjSUu8hZZECzk7N/J8ma+MhmADxcMaqqQQ8BYmac2KzGJ15Wrydp5H5j1CKD0AJ37OQL9EKh9BqlpI3Y0NKBM0Pzgld/gw2f0HkDQNWdfxrVyJncsi5/Pn/X0N93TTeeRgYSmQIlM1dwGldQ3nvT9BEITJiNCdQTKGxTe3tjKYMvBqMpoqkzdtltdFeGKew023LSEa8o0buBs2bGDLli0AfOhDH2L16tVYjoVhG+TtPEkjScJI0Bxvpj/bP/Jer+KlIdxAY6SRsB7GtV3SUs+YY9MVHV3W8PUegL5DpDMKfclKqJxH5YIyfMGJ6yC7jkN2z3tkDxxE9uhYto1SWoqbSSMXFeGcR6lF2zLpPHyQ4Z5C6UlfOEzdkuV4A6LRvCAIl44I3RnkeF+KjlgGryZTVeRjZV0Rg2mDZM7Co0BF2IumjQ3cX//612zduhU4HbhQaECwtWsrg9lB9vXvY350PqW+UiQkKgOVzIrMoipQNWoW8kRk26S85xBSMIlpK3Sk50J5PZGKANGqiRsCOJkM6S1bsAaHkHWd8H0fIvHKKzjZLEpxMb7b78A9fGha31NqaJD2g/swczmQoLxxDhWz5iDJ5z4PQRCECyFC9xJybIdDWwpXUotuqkJWLt0/6nnL5mB3HK+mIMsWmizTE89NWtrRdV1+9atfsW3bNgDuv/9+brzxRqAwMeqV5lfoTHaiKzopI0XzcDNrKtewMLqwMPN4qrIxatp3o1pZ3NBcOp1VWMFiPH6N6rmRCd9m9vaS3roVN28gaRqBNavRamoI3XkHdjKFEgpiaxpMMXQdx6bn+DEG2loA0H0+6pYsJ1A08VplQRCEi0mE7gyxqyWG40jc2BhlZ0uMVN4iGghNWNrRdV1eeeUVtm/fDsBv/MZvcMMNN4y83p3u5tDQIXRFx6t6WVG2gryTpzZUO73AHWpGbXmLtdHF4AnRq60l3S8hyRJ1i4rH/UXEdV3yhw6R3b8fXFCKigisvwnl5Oxk2e8f6Xtrm+aY948nm0rSvv89cqkUANHqWqrmL0RRxV8BQRAuH/EvzgzQOpimZTCDJMFDq2p5Yl0DyZxFyKvi11XMs4Lp7MD98Ic/zKpVq0Zej+Vi7O7bjSqrWI5F1BslbaVPL/WZCteFzl3Qt6/wOFxNMrKWgaOF0KuZX4THP3btq2MYZLZvx+wq3CHQZzXiv/56pPMMR9d16W9tpufEMXBdFE2jbvEywmXl57U/QRCECyFC930ua9gjtZSXVIcpDRaWzkxW+OKXv/wlO3bsAOAjH/kI119//cjrg9lBNnduxsVldeVqdrCDjJWh2FtcWOozlatc20AZ3ApKFiSgYilGyXV0vldYkhOtChApG7sfKxYj/fYWnHQaSZHxXX89ntmzp/N1jGLksrQf2Es6Vvh+wqVl1CxeiqZfWHlIQRCE8yVC933Ksh2+ta2NA11xFlWGqC72sbR64vFRKATuL37xC3bu3AmMDdyB7ACbOzZjuRal3lLWVq1FkqTTS308Uyjyn42h9m4AKwVyFBrX4xTPpuO9AWzLwRfUqZg99jjzTc1k391VaFYQCBBYfxNq8fmPtca6O+k8cgjHspAUmer5iyipqTvv/QmCIFwMInSvcqfC9exOQCf6U/z6YA/9yTzxrMH/0zAPWZ64sMSpW8rvvvsuAA888AArV64ceb033cuWri1YrkW5r5z1NYXGBrqioys6Pm0KPWOHmqF5cyFw1QDMvx9CJfQeHyabMlBUmdpFxaOO07Ussrt3k29qBk72vl2zBlmfeAnRZCzDoPPwQeJ9hWVLvkiE+iXX4fFPYxxaEAThEhGhe5U70Z9iy4kBcqZD3rS4viEKEnxvZzt9iTxeTSbg0djaNMD8yuCEk6ba29sZPFlx6cEHH2TFihUjr/eke9jStQXbtan0V7Kuet1IyccJO/uM/gDofBd69oILrrcCu2QdHn+UeH+Goe40ADULitHPmEltp1KF3rex4ULv26VL8SxadN7NCpKDA7Qf3IeVz4MkUTF7LuUNs8RSIEEQrhoidK9iGcNiw8FeYhkTy3bY0TLEwZ4kS6ojxDOFAhgRv8aiqhBDJ9fjnh26juPwy1/+csLA7Ux1sq1rGw4O1YFq1latRZlO6zorD82bIF6o90z5Emy7BiSZfMak8+gwAKV1IULR00UszK4u0tu245omkkcnsG4dWkXFeX1PruPQdfQQ8e4uADyBAHVLluMPT367XRAE4XIToXsVS+Ys4lmTvGUhIxPxaVgOzC71k8yZHOyME/Hq9E6wHtdxHF5++WV2794NFMZwzwzc9mQ7O7p34OBQG6xlTdWaKRW6GJEZghOvQz5ZaCrfcBNSyRyCDYU1yk17BnAdl0DEQ3l9YTzYdV1y+/eTO1hYW6uWRAncdNPIEqDpyiYTpNqbGfLrKIpCSW09VfMWICui560gCFcfEbpXwETjtGcLeVVsxyWTdwh4JcpDXioiXu5cVMG8ihD/31BmwvW4juPws5/9jN27dyNJEvX19Sxbtmzk9dZEKzt7duLi0hBq4IbKG6YXuLGWwvitY4EehLl3jep/23U8Tj5jouoKNQuLkWQJJ58nvXUrVm8fAJ558/CtuO68bv+6jkNfazNdx47gmAaqrtO4fCWhktJp70sQBOFyEaF7BZw5Tms5Dh9cWsXc8rHrX/26SnWRD12VUCWJspBnJFwXVIb5x8dWjFqPe4rjOPz0pz9lz549SJLERz7yEdra2kZeb4o3sat3FwCzwrNYVbFq6uOoZ47fAoSqYPbtoJ2+dTzUnSbelwGgdmExmq5gDQ6S3rIFJ5NFUhX8N9yA3nB+jQXymQztB/aSiQ+D66IFw8xdfRO+wMTlJAVBEK4GInQvs1PjtD2JHEFdJZY22HCwh+qixjHjsb2JHH5d5ROrG7h1QSmlQc+obfy6Ou4Y7pmB+9BDD7Fw4cKR0D0eO87u/sLt5rlFc1lRtmLqgXv2+G3FUqhZBWdcqWZTBj0n4ri2g/fw22QPp5BuvIH8sWPguCjhEIGbbkKJnN9462BnO91HD+PYNrKqUrVgEW05C/U8ZzsLgiBcTiJ0L7NkzqI7nsNxXDKGjabIxLPjN5U/0pMEYH5liProua/iHMfhJz/5Ce+99x6SJPHwww+zdOnSkYpUR2NHOTh8sLDP4vlcV3bd1A88G4Pjr40av6VkzqhNbNOh/dAQruviNWLo720m0d9Hds9uvIsW479+Jf4bb0TSxlaiOhfTyNN56ACJ/sKt6UBxMXVLliMpKrBn2vsTBEG4EkToXmYhr0ressmZDl4NDnYnuKExOmYSVCpv0RHLArCg4txFKRzH4cc//jF79+4dFbindFldZAezKIrC4uhilpQumfpBnz1+O+dOCJSM2azzaAwzZ6NKNoH9b5DpPN1s3k4k8K1Ycc7AdWyb/W9sAGDpHfcgKwqJgT46Du7HMgyQJCrnzKOsYRaSJI0pcSkIgnA1E6F7BdQU+TnYlcByXDyqTG3x2B63R3sLV7lVES+RcWoUn8lxHF566SX27duHJEl87GMfY8GiBXz70LfJ23kWRhbSaXdSTDFLSpawuGTx1A7UdaHrXeieePz2lIGOJMmhHJIkUUoPqYP7Tzebv34l5A3sZGpas5Rty6Lr6CGGOgu3s73BIHVLluMLhae8D0EQhKuJCN3L7HhfirKgzvLaIkqDOlG/Ts506EvmKA8Vwsy0HU70FRoDzK+c/CrXtm1+/OMfs2/fPmRZ5mMf+xiLFy/mWOwYO3p20J/pZ7dnN7Ijs6xk2dQD1zJOjt+2Fx5XLIGaG0aN356SjufpbU7g2g7FZif0HEf26Ninms2n0yjREpTQ1Jol2KZJJhHn8NsbcR0HgNL6RirnzkOezhpiQRCEq4wI3cvIcVxO9KeQZZn/5/a51Jf42d40yIn+NDubY9y3tBJZlmgeSGPaLiGvSnVk7FXlKbZt89JLL7F///5RgZsxM7zR9ga96V5c1yVjZVBchbrQFGsPjxq/VaBh/Zjx21Msw6bjcAwnm0PvPYFPHwZdJ/wbv0Hi578YaTYfuvuuKV3lDna0cXTH22QTCYoqqqlZuIhFN99OMDr2drYgCML7jQjdy6gjliVrOPj0wi1lgBX1RXTEssSzJod6EiyuCp+eQFURmnBmsW3b/OhHP+LAgQPIsswjjzzCokWLAEiZKVqTrbiuiyIrLIouomm4iZSRIuw7x63ZWAu0vAW2Oen4LRQKXXQcjpHr6YfOFkqLs8heD/61a9EqKgjddttIs/mpBG6sp5vtP36RTHwYVfcgqwq2ZeHxi6VAgiDMDCJ0L6NT47RzyoIjRf89qsL1DcVsPTHI/s44tuPSGcsS8qrMLhs/bM4O3EcffZSFCxeOvJ40kiSNJDk7R4WnAsux8Epegvokt3ddF7p2Q/d7hceTjN+e0tccJ7b3GPZAH3WlBnpFGYF1a5F9hV8ozmw2PxnTyNNz7Ajdx4+SSyXRPD6C0ShV8xaSTcTJZ9Jo3omPQxAE4f1ChO5lMpwx6EvmkSTGFMKYVRqgqT/F3vZhntvSgmm73NhYTOtgyZhtbdvmhz/8IQcPHhw3cIdyQ+zt38uC4gUk8gkkSaLIU0SpVopPnaBT0DTGb0+JdwzSvuFd3EyGiiKT8HUL8S5ZMq3qUq7rMtTZTvfxoziWhaZ7CJWW4doOiqqSGhokUFQkrnQFQZgxROheJsdOTowab6YywOLqMN/b2YZhuXg1GUWWxhTNsG2bH/zgBxw6dAhFUXj00UdZsGDByD4yZoa3O9/Gci2WlC4h4olgOAYPznqQzW2bxz+wbKxQPzmXOOf47SnppjZO/HwvrmUTKZKp+uB6tKqqaX0fmUSczsMHyCYSAPhCYWoWLqZuyXLe/v63yGeylDeGmXPDGnGVKwjCjHHFe55t2rSJD3/4w1RXVyNJEj/+8Y9Hve66Ln/xF39BVVUVPp+Pu+++m2PHjo3aZmhoiMcff5xwOExRURGf+tSnSKVSl/EsxmfZDjuah9jaNEhTf6G93fwJ1tzKkkTQo+HVZMI+jfqof6RoBowN3Mcee2xU4Jq2yVudb5Gzc0T0COur1/PE4if47aW/TUifYAZ0rBUO/7wQuHoQFtw/aeC6jkN617uc+MW72JaNvyTI7I/dMa3AtS2TzsMHOb5jK9lEAllVqV6wiLmr1+GPFBGtqaV+yXLqly5nxQfuF43nBUGYUa546KbTaa677jq+/vWvj/v6V7/6Vf75n/+Zf//3f2f79u0EAgHuvfdecrncyDaPP/44Bw4cYMOGDbz88sts2rSJ3/u937tcp3BOQ4aF6TiEfSoV4fGv2kJeldmlAXy6SsSn0hPPEfFphLwqlmXx4osvjgrc+fPnj7zXcR22dm8lbsTxKl5urrkZTZlkbe+p+sknXi9MmApVwaIPTzhhCsBJp0m9/jqdu1rImxKe6krmfuwW1CkuAwKIdXdyZMtmBjsKJSmLKqtYsO5mSusaRk0YUzQNbyAornAFQZhxrvjt5fvuu4/77rtv3Ndc1+VrX/saf/7nf84DDzwAwDe/+U0qKir48Y9/zMc//nEOHTrEK6+8ws6dO7nhhhsA+Jd/+Rc+9KEP8fd///dUV1dftnMZj+E4tGZyRC2HeeUTr7n16yr3LKlgX1ecdN4hGtC5Z3Elugw/+MEPOHz4MIqi8PGPf5x58+aNeu/uvt30ZnpRJZWba27Gr00yeens8dvyxVB746Tjt2ZnJ+kdO0nELeI5H565jcxaPwePf2r1jnPpFJ2HD5KODQGFfrc1CxaPuwxIVhSW3/3BKe1XEATh/eaKh+5kmpub6enp4e677x55LhKJsGbNGrZu3crHP/5xtm7dSlFR0UjgAtx9993Issz27dv56Ec/Ou6+8/k8+Xx+5HHi5NiiaZoXrbTgke4Em/qG6c6ZGE2DrJlVPOm+Z5f4+OpDS0Y6B3kUie9973scO3YMRVF45JFHaGxsHLWPo7GjHBsq3G5fXbmaoBIc8xmnHpvJAaT2zSPjt279OojOAdsu/O8sruOQ37+f/JGjGJZEXz6KvmA2JbOjeEPKOb8nx7bpaznBQFsruC6SIlPeOIeSunpk+dzvn4qRc5uh5SBn8vnN5HODmX1+18K5XSpXdej29PQAUFFRMer5ioqKkdd6enooLy8f9bqqqkSj0ZFtxvOVr3yFL37xi2Oef+ONN/CfZ0P1M+VteLNLojOh4LrQ39fD//5ZD7dUunimUFTJcRyam5tJJAozkBsbGzly5AhHjhwZ2WbIHuKEdQKAOrWOPUf3sGeC4v++fD9Hfvz3SK6NJXvoDy/D6DoCHBl3e8kw8B8/jppM4roSQ/555CIGSuthvFkb6eDkx2+mkuQGenGswg+w6g/iK6ug9cAhOHDo3F/ANG3YsOGi7/NqMpPPbyafG8zs85uJ55bJZC7p/q/q0L2UPv/5z/O5z31u5HEikaCuro477riDkpILr37Um8hx5O1W2hJ9SMBNSyqwgJvW1k84rnuKZVn88Ic/JJFIoKoqjz76KLNmzRq1zVBuiE2dm1jqLmVOZA4rylaM3oljIb3zn2BmsSqv4/Db+1m0aBFKpBp31m2gTbB8CLB6esjs2IFT10BnS5bBooXMml+DN6gx67oSVH3i3xqMbJbuY4dJDqhQWozm9VI1fyHh0vIJ33MhTNNkw4YN3HPPPWjn0b3oajeTz28mnxvM7PObyec2ODh4Sfd/VYduZWUlAL29vVSdMUO2t7eXFStWjGzT19c36n2WZTE0NDTy/vF4PB48Hs+Y5zVNuyg/RNGQRNCjkrEdvIpMxnSpKPISDfnQtIm/dtM0+dGPfsTx48dRVZVPfOITzJ49e9Q2aTPNjr4dIENtoJZVVauQpbPGZHuPQdtmSHQjdb2Dx/SiVC1FbVg37vitk8lgJZOYbe0YTU1ILqTVKC2eKJlBh/yJONfdXY8vMP4vDI5j09/aQl/LiZF1tmUNjVTMmousXPp6yRfrv9vVaiaf30w+N5jZ5zcTz+1Sn89VHbqzZs2isrKS1157bSRkE4kE27dv55lnngFg3bp1DA8Ps2vXLlatWgXA66+/juM4rFmz5kodOn5d5fqGYl7d3oViupT6VO5ZXDnuGt1TTNPke9/73qSBe+bSoCJPEWuq1owEruO4OLaDk0nh7PoJdt8gjhzGTOrk0x4GrFnI7Skc28WxXWzbwbFd8m0dxH7yMmY8gVwURamqQWmYTW/KTzqdRdUUNI9Cz4k45fVhtLPuj6eGBuk8cpB8urAsKlAcpWbhYryBqc9sFgRBuBZc8dBNpVIcP3585HFzczN79uwhGo1SX1/PH/3RH/HXf/3XzJs3j1mzZvGFL3yB6upqHnzwQQAWLVrEBz/4QX73d3+Xf//3f8c0TT7zmc/w8Y9//IrPXFbTFisNFZ8LK3IqJc7YOsqO7WDbLkbO4Ic/fImWpjZ0JcBHPvQARd4KBjqShYC0XGzLZm/vXoayWTQ3QE10Ic19gzhWIURd1y3sdLAZjmcgvxRkFbt0AUOZTuQTgygBd9Tn25kMqTe3YcTSoHqQTQfJMFBLyrCHU6i6gjegUVobJJuyMLLWSOia+Rzdx44w3NNdOF9dp2r+Qoorr+z3LgiCcLW64qH7zjvvcMcdd4w8PjXO+tRTT/Hss8/yp3/6p6TTaX7v936P4eFhbr75Zl555RW8Z6zh/Pa3v81nPvMZ7rrrLmRZ5uGHH+af//mfL/u5nMnM23TuHaIMmaKARqIrwzu/bKFuUQmSxMmrzULbOtu22blzJ/39CXxKGauvX42UDtB9YnjUPlvjrQzkEsiSyuziebh5GZMzZh27Dgy1ICXbUVSQjRxyMIqrxFG9NuHKIvRAAFmRcDMp7I42jOPHUAcO4jpxFEkjuPwGpFyc0OIAjqTSdWwYj08lHTfwhXR0n4rrugy2t9LTdBzHKhTvKKmtp3LuPBR1Zt1qEgRBuJiueOjefvvtp6/QxiFJEl/60pf40pe+NOE20WiUF1544VIc3nkzshaplAGui4qEJEM2aZKJ5/H4T3/ttm2zY8dO+gf6UFSZ9beso7KyAlmRkFUJWZGRFYmOdDvDUg+6LLGyajlVoZPbnHxdtjMobZuRff1IEuBZAft/BFYvVt1aWgNVVC+uQOrvJ3f0KFZfPwC+iIxerGNlDJSSIrRMDCVaQrCyiNkem4H2JEbOxhvUmb2iDDOXpGXPQbLJk+Ubw2FqFi7BH45cgW9ZEATh/eWKh+5MZcjgaBLIEsGgiu5ViZTqzF5ZhsenIisStmPx4g9epCPdhBbR+M3HH6exsXHMvtqT7bR2H0bzwYqyFcwrPmubeGeh4IWVA80DjbdAUR0s+CDkEjiOhvG9H5J65RWk7MlKXhLodXV45s8nsGY1/f/8Lzjp9KjetyV+uPu3lmBkLWTVZbD9OO37OwCQVZWqufOJ1tRN2H5QEARBGE2E7iWSNG30xiBmwkJCJlLuZ87KMorKC2uADcPgxe98n+aWZnSPzuOPP05DQ8OY/QxmB9nZsxOAeUXzmFd8RjUq1y204uvaXXjsL4E5d4CnUPnKMSHf1Evm2HF8ra04oTCq14tnzmw8c+ciBwrde9SSEmq++nfj9r7VPArJwR66jx3GPrlovLiqmsp5C9D0sbO/BUEQhImJ0L1EBtN5lIhOdE6I2qCfJbdU4/EXxjsNw+A73/kOzc3N6LrOE088QX19/ch7Lcfie0e+R8JIUOItQZIkqgJVXFd23ekPsPLQvPl0OcfS+VC/FmQFq7+f/LFjGB0d4IJr29heL77rV+KfMwdpnCnx4/W+zaaSdB4+SGY4BoAnEKRm4WKCxdGL/G0JgiBcG0ToXiKDKQOAIr+Ox6+OzPg1DIMXXniBlpaWcQMXoDnezPbu7XQmO6kJ1bC6cjVrqtacvo2bHoSmNyCfLLTjq1+HG52D2d5O7uhR7KHYyL7UinI8s2eT8vvQJwjcs9mWRW/TcQbaW8AFSZGpmDWXsvrGafXLFQRBEEYToXuRWY7Fdw9/jx3HTZZH1xDRT189GobBt7/9bVpbW9F1nSeffJK6ujrydp60mSZtphnKDvHS8ZfoSHagyRqGbZAyU5i2iSZrOG17sY9tRvGoyJESnJqbMHrj5Le8jHNyvFZSZPSGBjzz5qEUFRVqiU5x3DXe10PXkUOYJ+tSh8vKqV6wCN07cQUrQRAEYWpE6F5kzfFmtnTsoD1j4Cr91HluxudW05/s5zsvfYfWrlakoMStd9/KIfsQ7xx7B8u1Rt6fNJJ0pbrQZA1VUbmu7DqyVpZUbhj57Z8x9PzzOHkLfc5CPCtuxT26FdcqLBuSvR70uXML47XjVNuaTD6ToevIQZKDAwBoPh81CxZdsvKNgiAI1yIRuhdRxszweuvr9GYGsFydXuMoP8g0M9ezkO4fNTEUG0ILaqxZuwbTbxI34iPv9Spe/JqfCl8FXckuDluHKfGWkDSSlGhB/IffJPXam9jJPI4UINsaJz/4Bv41a9DKy/HMn4deX480zZKLjmPT39JMX0sTruOAJFHeOJvyxtmXpXyjIAjCtUSE7kWUNJIcHT5KzrSwgYAWIG0kONq5DydtEVSC3HfHfdRX1RPUggS0AH7Nj1/1o8qn/1NUBav41z3/Ss7KUYzMHTkLT2qAZDyDZQdA8aBFwiDJ+Fddj2/x4vM73sEBOg8fwMhmAQhGS6hesEiUbxQEQbhEROheRC2JFkzHJGvl8FFJWAsQG0pT0VdG2BPmyd98kpqamnPuZ17xPL6y/m9IdWwlONCEX9PI42BZYZxsDDnsQykpRausxDPOut5zMXM5uo4eJt5XaH2oejxUz1tIUWXVOd4pCIIgXAgRuhfJ8dhx2pJtzCuaT1NfHlyJVHuc0qFiAkqQJx5/YkqBC4CZw9/yFv5EF8ga+XwxmaE83sVLUIqKUYqLUCJFI0Uspsp1HPrbWug9cQzHtkGC0roGKmbPFeUbBUEQLgMRuhdBZ6qT3f2FAhUrS9dzrKWEoRNdVGVi+JQAt6380NSbL6T6C8uBjDTIKrl8JdmOGCDhv/FGvEsW46QzY4pYnIuVzXD8nW1YJ28l+yNF1CxcjC8Unu7pCoIgCOdJhO4FGswOsr17OwCzwrPwGHWYzQfxJmSCgSA3L7uP4nDp1HbWdwjad4Dr4HpCZFPl5NsKt4C9ixbiW74cACU49TFXyzDoOHyAdGcr+eIwutdL5dz5RKtrRflGQRCEy0yE7gVIGSne7nob27WpClSxKLyIr/zfHzAcS1Htk3nyiScZbp7CjmwLWt+GoSYA3Eg9mT4do6PQMs+3YgXeBfOndWyu6zLU1UHP8aMYucL63eLqGmoXLEbV9WntSxAEQbg4ROiep7ydZ3PnZvJ2nmJPMdcVXce3v/VtOvqz6LqPxz92P1VVVQw3d0++o1wcTrwO2WGQJNzKlaSOxbB6u0GWCKxejT5OTebxmLkc+Uwax7Hpa24iEx8GwBMMEqhpoGbhEtQpVKQSBEEQLg0RumdxbPuc21iOxVudb5EyUwTUAKuiq/jOt79DR2c3rlbFunXrWDSr7twfFmuBlrfANkHz41SvI7X7MHZsGElVCKxfj1ZZOaXjHmhr5a3vfpN0PEagKErFrDmESkqpmDOPSEUVxwZemdJ+BEEQhEtHhO40ua7Lju4dDOWG0GWdVdFVfP+F79Pd3Y3kC7Nu1TqqyqL4dGWkSf0YjgOdu6B3f+FxqBK7bBWprTtxUmkkj07w1ltRo+duLGDmcwx2dLD7lZ8S6+lC1XXMXJbEQB/X3XMf/sjJMpCCIAjCFSdCd5re63+PznQnMjLXR6/npe++RE9PD36/n3Uf+ijtaYVoYJIxUyMDTW9CqrfwuGIpVmAO6bfewsnmkAMBgrfdihIKTbiLbCpJoq+XxEAf2USCXDpFejiGqutoHi/V8xdhW9aUrtoFQRCEy0eE7jQcGTrCseFjACwrWsbPv//zkcB96qmnOJZQIJ2ZOHSTPdC0EcwMKBo03oxp+Em/uRHXNFEiEYK33YrsG91cwHUc0sMx4v19JAb6ME8u+zklVFpGUWU1tmXhD4cxcjkCRUV4/IFL8j0IgiAI50eE7hS1J9vZO7AXgHmBebz2w9fo7e0lEAjw1FNPUV5ezsb2NhJZk4A+ztfaux+63y00nvcVw5w7MPoTpLdtBMdFLSsjePN6pJMzi23LJDkwQGKgj8RAP451uimCJMuEoiWEysoJl5ahebyUN87mxDvbyaVSeINB5tywBs3rvSzfjSAIgjA1InSnYCA7wI7uHQDUeGrY+tOtYwJ3b/swz77dgmm75C2b+5dXM7vEj+QY+GPvgDdZaK8XnQ0N68k3t5DZ9S4AWm0NgbVrMU2DRHsriYE+UkNDhYA+SdE0wmXlhEvLCZWUjmlGUFJTR7ikjHwmjccfEIErCIJwFRKhew4JI8HbnW/j4FCilLD757vp7+snEAjw9NNPU1ZWRsaw+NneLgzLJehVSGRNNhzs4cnrwoT6X0OxkiAVQ/1aKF9Idt9+cgcPAuBUVZCqLKf7ne1kk4lRn+0JBAiXlhMuK8cfKTpnMQvN6xVhKwiCcBUToTuJrJVlc8dmDMcgQICDvzrIQN8AwWCQp556irKyMgCSOYuOoSxeTSbk1aiMeLEHT2AdaEexkjiKD+bfhxsqJ7NzB7H9B0hmUhjRYiQjC80nCh8ogT9STKSsELRiTFYQBGFmEaE7AdMxebvzbTJWBtVWOf7GcYb6hggGgzz99NOUlp4u7eg4LpbjkDMd/KqE2rmDeW47XiVK3FNBIrwKXzxP/8vfJt7ehuM66PX1aGWlSIpMKFpKuKyCcGmZqBYlCIIwg4nQHYfjOmzv3k4sH8M1XVrebCHeHycUCvHUU0+NClyAtqEMS2oiVHgtVlrvUuImmFfiJ6FU05SEfNc7ZA724aTTIEkEFi0iOm8B4fJygsUlolm8IAjCNUKE7lmyVpbX216nN9OLbMt0buok1Z8iFArx9NNPU1JSMmr7nGnTMpimXh3mY9G95BNxcjmLgVwR6V/tIDlgoWkSamWQcEk55XfcSXjOHNFsQBAE4RokQvcs/2PL50mraWr8NYSPh/H2eScMXMex2XuoGeXQJkKxowwFNdCDULYEayiO1NRMSXecYKSY6vk3Ufyxj6EWF1+hMxMEQRCuNBG6ZxnKDREKhOhp7WEoP8TK8Eqefup04FqGQWKgn8RAH/GeLjoO7kLLxwmEPMjhakLzV+P3BMi//QK53gEykh/FcXHzeWSP5wqfnSAIgnAlidA9i0fyIPfIaFkNfPDRBz5K0Oelv7WZeH/f/7+9ew9q6k7/B/4O5EqARO6gBESgiCCiVKS2a38VC0qttV3rOjpFsVgtFF1di3anamfX2rHTelmV2gtgFYvbVWhtrS7e2GrBOwKVRUREv1QMiijIPXl+fzic9QBeq8HE5zWTGfP5fPLJ85yj5/Ekn5yDxmtXAQLQ0oDr/1cMmeEGbB3sMeAP0bD1DkHrmXI05uXD8FsVJEoVSGIH+A4ANTfDUN9wXzeeZ4wxZlm46Hb2mwHWVlawkrXjafdgNJefR2nLWdEQJTXAji6gVWsDKxc3OAePgsJgQP1PO0EtrYBUCmutFsamZhgVDkB9Hay8PWFtd+83n2eMMWZ5uOh24l1GIIcm+PTzR5C1N9DSDkgksO3lAHtHR9g3V0JefxFXm9SoN6rRYOiNgOJf0dRy80bx1na2UAcFQf1MBOp370FjyW+AjR1sX3iBz3IZY+wJx0W3E6cWNXxs+8HfcxhcentB4+wKOycnWBuagfJ9QOMVEICyK1o0VTZDJ6+AlYMaVjYqKAcMgNzbGxIrKwCA1MUV+v3lgEoNhY9PzybGGGOsx3HR7eSpASFwcOyFgLBnYOd084pTqLsAnPsZaG9BW10LLurVuFheA5m1BG693aAKDoLCtx8knX5vK7WzxYCxIT2QBWOMsccRF91OlGoV7J1coLS1u3nDgd9OABdPor2uAU1VjahqckBW4QU0GCSwD+wPv2eeh6uHtqfDZowxZga46HaiVNvdvC2eNYCyHLRXlaH5bDXaWtVotdehWF+Lclt3XHbzQqDOCbtPX0ZvJ1vYdHc7P8YYY+wWXCk60YWPgKNGCcPRf6K5tBytNfWAYz/AyQVtrn1wFD6ovtIGG4UUfR3VuHKjFfXN7Vx0GWOM3RVXik7y9+2GnawaNnXXAakScAuG3K8/lEFBUMiVaKwqhNZGgqDe9tDXt8JBLYOdkjcjY4yxu+Nq0Ungts9R4+0Fj4GhsAkZAVVIKKy1WgBAY0MLfJxt0dZeD6OR4KCWY1SgG5/lMsYYuydcLTqxbmuH1eWraP9/r8E2OFjUV65vgIudEiF9tAj0sIedUsoFlzHG2D3jitHJFVd3uCmlsJMZRO1tBiMqaxsBAAM87OFir+yJ8BhjjJkxq54O4HFj3doCe+deULv1EbWfr21Eu4Fgq5RywWWMMfZAuOh2IuulQdOoP8FKK75R/dmaGwCAfs7qngiLMcaYBeCi20nZS39GkWMomlr/9/HytaY21NS3QCIBfJz4pgWMMcYeDBfdTuycnNFuJPz62zWh7WxNAwDAXaOESm59u5cyxhhjd8RFt5NAdzsAwBl9Axpa2mE0Eioud3y0zGe5jDHGHpxFFd21a9fC29sbSqUS4eHhOHz48H3P4WIrh7tGCSMBhf9Xh6q6JjS3GaGUWaG3VvUIomaMMfaksJiiu2XLFsydOxeLFy/G8ePHERISgqioKOj1+vuaRyKVYmAfDQDgdHUDDpTVoLXdCG8nNaysJI8idMYYY08Iiym6n376KeLj4zFt2jQEBgbis88+g42NDVJTU+97LkdbBaytgF/KL+On4kv4pfwyrCRccBljjP0+FnFxjNbWVhw7dgwLFy4U2qysrBAZGYm8vLxuX9PS0oKWlhbh+bVrNxdO1dbWotlAKK2sRumFGiik1nCxkyPnxFk4Snub5RWo2tra0NjYiCtXrkAmk/V0OA+VJecGWHZ+lpwbYNn5WXJutbW1AAAieiTzm18F6cbly5dhMBjg6uoqand1dcV///vfbl+zbNkyfPDBB13aA/r373Z8BoB3f3ekjDHGzMGVK1eg0Wge+rwWUXQfxMKFCzF37lzheV1dHby8vHD+/PlHsqF70vXr1+Hp6YkLFy7A3t6+p8N5qCw5N8Cy87Pk3ADLzs+Sc7t27Rp0Oh0cHBweyfwWUXSdnJxgbW2NS5cuidovXboENze3bl+jUCigUCi6tGs0Gov7S9TB3t6eczNTlpyfJecGWHZ+lpybldWjWfJkEQup5HI5hgwZgj179ghtRqMRe/bsQURERA9GxhhjjP2PRZzpAsDcuXMRGxuLsLAwDB06FCtXrsSNGzcwbdq0ng6NMcYYA2BBRXfixImoqanBokWLUF1djUGDBmHnzp1dFlfdjkKhwOLFi7v9yNnccW7my5Lzs+TcAMvOj3N7cBJ6VOuiGWOMMSZiEd/pMsYYY+aAiy5jjDFmIlx0GWOMMRPhossYY4yZCBddPJxbApraf/7zH4wdOxYeHh6QSCTIzs4W9RMRFi1aBHd3d6hUKkRGRqKsrEw0pra2FpMnT4a9vT20Wi2mT5+OhoYGE2bRvWXLluHpp5+GnZ0dXFxc8Morr6C0tFQ0prm5GQkJCXB0dIStrS1ee+21LhdHOX/+PGJiYmBjYwMXFxfMnz8f7e3tpkylWykpKRg4cKBwYYGIiAj89NNPQr8559bZRx99BIlEgjlz5ght5prfkiVLIJFIRI+AgACh31zzulVVVRWmTJkCR0dHqFQqBAcH4+jRo0K/uR5XvL29u+w7iUSChIQEACbed/SEy8zMJLlcTqmpqfTrr79SfHw8abVaunTpUk+Hdkc7duygv/71r7Rt2zYCQFlZWaL+jz76iDQaDWVnZ9PJkyfp5Zdfpr59+1JTU5MwJjo6mkJCQig/P59+/vln8vX1pUmTJpk4k66ioqIoLS2NiouLqaCggMaMGUM6nY4aGhqEMTNnziRPT0/as2cPHT16lIYNG0bPPPOM0N/e3k5BQUEUGRlJJ06coB07dpCTkxMtXLiwJ1IS+f777+nHH3+k06dPU2lpKb333nskk8mouLiYiMw7t1sdPnyYvL29aeDAgTR79myh3VzzW7x4MQ0YMIAuXrwoPGpqaoR+c82rQ21tLXl5edHUqVPp0KFDdPbsWdq1axedOXNGGGOuxxW9Xi/abzk5OQSA9u3bR0Sm3XdPfNEdOnQoJSQkCM8NBgN5eHjQsmXLejCq+9O56BqNRnJzc6OPP/5YaKurqyOFQkHffPMNERGdOnWKANCRI0eEMT/99BNJJBKqqqoyWez3Qq/XEwDKzc0lopu5yGQy+vbbb4UxJSUlBIDy8vKI6OZ/SqysrKi6uloYk5KSQvb29tTS0mLaBO5Br1696Msvv7SY3Orr68nPz49ycnJoxIgRQtE15/wWL15MISEh3faZc14dkpOT6dlnn71tvyUdV2bPnk39+vUjo9Fo8n33RH+83HFLwMjISKHtbrcENAcVFRWorq4W5aXRaBAeHi7klZeXB61Wi7CwMGFMZGQkrKyscOjQIZPHfCcdt13suAD5sWPH0NbWJsovICAAOp1OlF9wcLDo4ihRUVG4fv06fv31VxNGf2cGgwGZmZm4ceMGIiIiLCa3hIQExMTEiPIAzH/flZWVwcPDAz4+Ppg8eTLOnz8PwPzzAoDvv/8eYWFhmDBhAlxcXBAaGoovvvhC6LeU40prays2bdqEuLg4SCQSk++7J7ro3umWgNXV1T0U1e/XEfud8qquroaLi4uoXyqVwsHB4bHK3Wg0Ys6cORg+fDiCgoIA3IxdLpdDq9WKxnbOr7v8O/p6WlFREWxtbaFQKDBz5kxkZWUhMDDQInLLzMzE8ePHsWzZsi595pxfeHg40tPTsXPnTqSkpKCiogLPPfcc6uvrzTqvDmfPnkVKSgr8/Pywa9cuzJo1C0lJSdiwYQMAyzmuZGdno66uDlOnTgVg+r+TFnMZSGaZEhISUFxcjAMHDvR0KA/VU089hYKCAly7dg3/+te/EBsbi9zc3J4O63e7cOECZs+ejZycHCiVyp4O56EaPXq08OeBAwciPDwcXl5e+Oc//wmVStWDkT0cRqMRYWFh+PDDDwEAoaGhKC4uxmeffYbY2Ngeju7h+eqrrzB69Gh4eHj0yPs/0We6D3JLQHPQEfud8nJzc4Nerxf1t7e3o7a29rHJPTExET/88AP27duHPn36CO1ubm5obW1FXV2daHzn/LrLv6Ovp8nlcvj6+mLIkCFYtmwZQkJCsGrVKrPP7dixY9Dr9Rg8eDCkUimkUilyc3OxevVqSKVSuLq6mnV+t9JqtfD398eZM2fMfr8BgLu7OwIDA0Vt/fv3Fz5Ct4TjSmVlJXbv3o0333xTaDP1vnuii66l3hKwb9++cHNzE+V1/fp1HDp0SMgrIiICdXV1OHbsmDBm7969MBqNCA8PN3nMtyIiJCYmIisrC3v37kXfvn1F/UOGDIFMJhPlV1paivPnz4vyKyoqEh0AcnJyYG9v3+XA8jgw7+VFSQAADbtJREFUGo1oaWkx+9xGjhyJoqIiFBQUCI+wsDBMnjxZ+LM553erhoYGlJeXw93d3ez3GwAMHz68y0/zTp8+DS8vLwDmf1wBgLS0NLi4uCAmJkZoM/m+eyhLwcxYZmYmKRQKSk9Pp1OnTtGMGTNIq9WKVqk9jurr6+nEiRN04sQJAkCffvopnThxgiorK4no5tJ+rVZL3333HRUWFtK4ceO6XdofGhpKhw4dogMHDpCfn1+PL+0nIpo1axZpNBrav3+/aJl/Y2OjMGbmzJmk0+lo7969dPToUYqIiKCIiAihv2OJ/4svvkgFBQW0c+dOcnZ2fix+nrFgwQLKzc2liooKKiwspAULFpBEIqF///vfRGTeuXXn1tXLROab37x582j//v1UUVFBBw8epMjISHJyciK9Xk9E5ptXh8OHD5NUKqWlS5dSWVkZZWRkkI2NDW3atEkYY87HFYPBQDqdjpKTk7v0mXLfPfFFl4joH//4B+l0OpLL5TR06FDKz8/v6ZDuat++fQSgyyM2NpaIbi7vf//998nV1ZUUCgWNHDmSSktLRXNcuXKFJk2aRLa2tmRvb0/Tpk2j+vr6HshGrLu8AFBaWpowpqmpid5++23q1asX2djY0Pjx4+nixYuiec6dO0ejR48mlUpFTk5ONG/ePGprazNxNl3FxcWRl5cXyeVycnZ2ppEjRwoFl8i8c+tO56JrrvlNnDiR3N3dSS6XU+/evWnixImi37Caa1632r59OwUFBZFCoaCAgAD6/PPPRf3mfFzZtWsXAegSL5Fp9x3f2o8xxhgzkSf6O13GGGPMlLjoMsYYYybCRZcxxhgzES66jDHGmIlw0WWMMcZMhIsuY4wxZiJcdBljjDET4aLLGGOMmQgXXcYYu41Lly5h5MiR6NOnD9avX9/T4TALwFekYoyx20hOTkZbWxsmTJiAV199FadPn4adnV1Ph8XMGJ/pMnYX+/fvh0Qi6XLrr0dpyZIlGDRokMne70n2/PPPQyKRQCKRoKCgQNSn0WjQu3dv+Pr6wtHRscs9gqdOnSq8Njs723RBM7PFRZdZnI4D4cyZM7v0JSQkQCKRYOrUqaYPjD224uPjcfHiRQQFBYna586di2XLlsHNzQ3Tpk2DTCYT9a9atQoXL140ZajMzHHRZRbJ09MTmZmZaGpqEtqam5uxefNm6HS6HozMdNra2no6BJP6Pfna2NjAzc0NUqlU1F5aWorGxkYkJibil19+6fI6jUbzWNycnZkPLrrMIg0ePBienp7Ytm2b0LZt2zbodDqEhoaKxra0tCApKQkuLi5QKpV49tlnceTIkTvOf+DAATz33HNQqVTw9PREUlISbty4IZozOTkZnp6eUCgU8PX1xVdffQUASE9Ph1arFc2XnZ0NiURy2/c7cuQIRo0aBScnJ2g0GowYMQLHjx8XjZFIJEhJScHLL78MtVqNpUuXdjtXS0sL/vKXv6B3795Qq9UIDw/H/v37Adz8j8mAAQMwY8YMYXx5eTns7OyQmpoqij87Oxt+fn5QKpWIiorChQsXRO+TkpKCfv36QS6X46mnnsLGjRuFPiLCkiVLoNPpoFAo4OHhgaSkJFEunT+u1Wq1SE9PBwCcO3cOEokEW7ZswYgRI6BUKpGRkQEA+PLLL9G/f38olUoEBARg3bp1t92ud5OWloZx48Zh1qxZ+OGHH3D58uUHnosxgIsus2BxcXFIS0sTnqempmLatGldxr377rvYunUrNmzYgOPHj8PX1xdRUVGora3tdt7y8nJER0fjtddeQ2FhIbZs2YIDBw4gMTFRGPPGG2/gm2++werVq1FSUoL169fD1tb2gXOpr69HbGwsDhw4gPz8fPj5+WHMmDGor68XjVuyZAnGjx+PoqIixMXFdTtXYmIi8vLykJmZicLCQkyYMAHR0dEoKysTiteGDRvw3XffwWAwYMqUKRg1apRovsbGRixduhRff/01Dh48iLq6OvzpT38S+rOysjB79mzMmzcPxcXFeOuttzBt2jTs27cPALB161asWLEC69evR1lZGbKzsxEcHHzf22XBggWYPXs2SkpKEBUVhYyMDCxatAhLly5FSUkJPvzwQ7z//vvYsGHDfc/d1taGjIwMTJkyBQEBAQgODhYKO2MP7EFuBszY4yw2NpbGjRtHer2eFAoFnTt3js6dO0dKpZJqampo3LhxFBsbS0REDQ0NJJPJKCMjQ3h9a2sreXh40PLly4mIaN++fQSArl69SkRE06dPpxkzZoje8+effyYrKytqamqi0tJSAkA5OTndxpeWlkYajUbUlpWVRbf+c1y8eDGFhITcNkeDwUB2dna0fft2oQ0AzZkz547bprKykqytramqqkrUPnLkSFq4cKHwfPny5eTk5ESJiYnk7u5Oly9fFsUPgPLz84W2kpISAkCHDh0iIqJnnnmG4uPjRe8xYcIEGjNmDBERffLJJ+Tv70+tra3dxgmAsrKyRG0ajYbS0tKIiKiiooIA0MqVK0Vj+vXrR5s3bxa1/e1vf6OIiIjbbRIaMWIEzZ49u0v71q1bydnZWbhR+YoVK2jQoEH3HC9j3eEzXWaxnJ2dERMTg/T0dKSlpSEmJgZOTk6iMeXl5Whra8Pw4cOFNplMhqFDh6KkpKTbeU+ePIn09HTY2toKj6ioKBiNRlRUVKCgoADW1tYYMWLEQ8vl0qVLiI+Ph5+fHzQaDezt7dHQ0IDz58+LxoWFhd1xnqKiIhgMBvj7+4viz83NRXl5uTBu3rx58Pf3x5o1a5CamgpHR0fRPFKpFE8//bTwPCAgAFqtVthmJSUlom0KAMOHDxf6J0yYgKamJvj4+CA+Ph5ZWVlob2+/7+1ya743btxAeXk5pk+fLsrt73//uyi3e5WWloaJEycK3/NOmjQJRUVFXVY4M3Y/pHcfwpj5iouLEz72Xbt27UOZs6GhAW+99ZboO8gOOp0OZ86cuePrraysQJ1+Hn+3RUCxsbG4cuUKVq1aBS8vLygUCkRERKC1tVU0Tq1W3zV2a2trHDt2DNbW1qK+Wz/+1uv1OH36NKytrVFWVobo6Og7znu/PD09UVpait27dyMnJwdvv/02Pv74Y+Tm5kImk0EikdzTNro134aGBgDAF198gfDwcNG4zrneTXV1NXbu3Amj0YiUlBSh3WAwIC0tDatWrbqv+RjrwGe6zKJFR0ejtbUVbW1tiIqK6tLfsdDn4MGDQltbWxuOHDmCwMDAbuccPHgwTp06BV9f3y4PuVyO4OBgGI1G5Obmdvt6Z2dn1NfXixZe3e3s6eDBg0hKSsKYMWMwYMAAKBSKB1rUExoaCoPBAL1e3yX2W1fhxsXFITg4GBs2bEBycnKXs/729nYcPXpUeF5aWoq6ujr0798fANC/f3/RNu3I4dZtqlKpMHbsWKxevRr79+9HXl4eioqKANzcRrf+FKesrAyNjY13zM3V1RUeHh44e/Zsl9z69u17X9tp48aN8PLywsmTJ1FQUCA8Vq5cic2bNz9xK8PZw8NnusyiWVtbCwWju7MdtVqNWbNmYf78+XBwcIBOp8Py5cvR2NiI6dOndztncnIyhg0bhsTERLz55ptQq9U4deoUcnJysGbNGnh7eyM2NhZxcXFYvXo1QkJCUFlZCb1ej9dffx3h4eGwsbHBe++9h6SkJBw6dEhYlXs7fn5+2LhxI8LCwnD9+nXMnz8fKpXqvreHv78/Jk+ejDfeeAOffPIJQkNDUVNTgz179mDgwIGIiYnB2rVrkZeXh8LCQnh6euLHH3/E5MmTkZ+fD7lcDuDmR/DvvPMOVq9eDalUisTERAwbNgxDhw4FAMyfPx+vv/46QkNDERkZie3bt2Pbtm3YvXs3gJsroA0Gg7AtNm3aBJVKBS8vLwDACy+8gDVr1iAiIgIGgwHJycldfiPbnQ8++ABJSUnQaDSIjo5GS0sLjh49iqtXr2Lu3Ln3vJ3S0tLwxz/+scvvdr28vJCcnIzt27fj1Vdfvef5GBP09JfKjD1sHQupbufWhVRERE1NTfTOO++Qk5MTKRQKGj58OB0+fFjo77yQiojo8OHDNGrUKLK1tSW1Wk0DBw6kpUuXiub885//TO7u7iSXy8nX15dSU1OF/qysLPL19SWVSkUvvfQSff7553dcSHX8+HEKCwsjpVJJfn5+9O2335KXlxetWLFCGIN7XMzT2tpKixYtIm9vb5LJZOTu7k7jx4+nwsJCKikpIZVKJVqMdPXqVfL09KR3332XiP63EGzr1q3k4+NDCoWCIiMjqbKyUvQ+69atIx8fH5LJZOTv709ff/21KP/w8HCyt7cntVpNw4YNo927dwv9VVVV9OKLL5JarSY/Pz/asWNHtwupTpw40SW/jIwMGjRoEMnlcurVqxf94Q9/oG3btt12e3ReSJWfn08ARH8HbjV27Fh66aWXRG33uu0Z42svM8buS3p6OubMmWPSy2I+Ss8//zwGDRqElStXPvAcEokEWVlZeOWVVx5aXMwy8Xe6jLEn3rp162Brayt8p3yvZs6c+bt+f82ePHymyxi7L5Z2pltVVSVcLlSn0wnfW98LvV6P69evAwDc3d3vunqcMS66jDHGmInwx8uMMcaYiXDRZYwxxkyEiy5jjDFmIlx0GWOMMRPhossYY4yZCBddxhhjzES46DLGGGMmwkWXMcYYM5H/D4B13JfdNUknAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rate = np.array([2, 2.46, 1, 7.5, 4.2, 30, 12])\n",
    "plt.figure(figsize=(5, 5), dpi=100)\n",
    "plt.errorbar(gr5_time, thick(gr5[:,0,4]-1)*1.3, yerr=gr5[:,1,4]*20.8, fmt=\".-\", alpha = 0.4, label = '1 Å/s')\n",
    "plt.errorbar(gr1_time, thick(gr1[:,0,4]), yerr=gr1[:,1,4]*20.8, fmt=\".-\", alpha = 0.4, label = '2 Å/s')\n",
    "plt.errorbar(gr2_time-90, thick(gr2[:,0,4]*1), yerr=gr2[:,1,4]*20.8, fmt=\".-\", alpha = 0.4, label = '2.5 Å/s')\n",
    "plt.errorbar(gr8_time[:], thick(gr8[:,0,4]), yerr=gr8[:,1,4]*20.8, fmt=\".-\", alpha = 0.4, label = '4.2 Å/s')\n",
    "plt.errorbar(gr7_time+40, thick(gr7[:,0,4]), yerr=gr7[:,1,4]*20.8, fmt=\".-\", alpha = 0.4, label = '7.5 Å/s')\n",
    "plt.errorbar(gr10_time[:8], thick(gr10[:8,0,4]), yerr=gr10[:8,1,4]*20.8, fmt=\".-\", alpha = 0.4, label = '12 Å/s')\n",
    "plt.errorbar(gr9_time[:3]+130, thick(gr9[:3,0,4]), yerr=gr9[:3,1,4]*20.8, fmt=\".-\", alpha = 0.4, label = '30 Å/s')\n",
    "plt.plot(gr5_time, gr5_time+30, alpha = 1, label='Ideal growth')\n",
    "plt.xlabel(\"Molecular exposure [Å]\")\n",
    "plt.ylabel(\"Total thickness [Å]\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.ylim([0,700])\n",
    "plt.xlim([0,700])\n",
    "plt.show()\n",
    "def growth(data, gr):\n",
    "    return np.ones(data.size)*gr\n",
    "\n",
    "\n",
    "rate = np.array([2, 2.46, 1, 7.5, 4.2, 30, 12])\n",
    "\n",
    "T = np.concatenate((gr1[:,0,4], gr2[2:,0,4], gr5[:,0,4], gr7[:,0,4], gr8[1:,0,4], gr9[:,0,4], gr10[1:,0,4]))\n",
    "R = np.concatenate((gr1[:,0,3], gr2[2:,0,3], gr5[:,0,3], gr7[:,0,3], gr8[1:,0,3], gr9[:,0,3], gr10[1:,0,3]))\n",
    "Gr = np.concatenate((growth(gr1[:,0,3],rate[0]),\n",
    "                     growth(gr2[2:,0,3],rate[1]),\n",
    "                     growth(gr5[:,0,3],rate[2]),\n",
    "                     growth(gr7[:,0,3],rate[3]),\n",
    "                     growth(gr8[1:,0,3],rate[4]),\n",
    "                     growth(gr9[:,0,3],rate[5]),\n",
    "                     growth(gr10[1:,0,3],rate[6])))\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "ec3f781e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rate = np.array([2, 2.46, 1, 7.5, 4.2, 30, 12])\n",
    "plt.figure(figsize=(5, 5), dpi=100)\n",
    "plt.errorbar(gr5_time+30, thick(gr5[:,0,6]), yerr=gr5[:,1,6]*20.8, fmt=\"o-\", alpha = 0.5, label = '1 Å/s')\n",
    "plt.errorbar(gr1_time, thick(gr1[:,0,6]), yerr=gr1[:,1,6]*20.8, fmt=\"o-\", alpha = 0.5, label = '2 Å/s')\n",
    "plt.errorbar(gr2_time-70, thick(gr2[:,0,6]), yerr=gr2[:,1,6]*20.8, fmt=\"o-\", alpha = 0.5, label = '2.5 Å/s')\n",
    "plt.errorbar(gr8_time[:], thick(gr8[:,0,6]), yerr=gr8[:,1,6]*20.8, fmt=\"o-\", alpha = 0.5, label = '4.2 Å/s')\n",
    "plt.errorbar(gr7_time+40, thick(gr7[:,0,6]), yerr=gr7[:,1,6]*20.8, fmt=\"o-\", alpha = 0.5, label = '7.5 Å/s')\n",
    "plt.errorbar(gr10_time[:]-20, thick(gr10[:,0,6]), yerr=gr10[:,1,6]*20.8, fmt=\"o-\", alpha = 0.5, label = '12 Å/s')\n",
    "plt.errorbar(gr9_time[:3]+130, thick(gr9[:3,0,6]), yerr=gr9[:3,1,6]*20.8, fmt=\"o-\", alpha = 0.5, label = '30 Å/s')\n",
    "plt.plot(gr5_time, gr5_time, alpha = 0.5, label='Ideal growth')\n",
    "plt.xlabel(\"Molecular exposure [Å]\")\n",
    "plt.ylabel(\"Coherent thickness [Å]\")\n",
    "plt.legend()\n",
    "plt.grid()\n",
    "plt.ylim([0,500])\n",
    "plt.xlim([0,700])\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "898ecd93",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.76986512 0.61226701 0.23926273]\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#%matplotlib widget \n",
    "import numpy as np \n",
    "from scipy.optimize import curve_fit \n",
    "import matplotlib.pyplot as plt \n",
    "from mpl_toolkits.mplot3d import Axes3D \n",
    "  \n",
    "# Generate random 3D data points \n",
    "x = Gr\n",
    "y = T * 20.8\n",
    "z = R * 20.8 \n",
    "data = np.array([x, y, z]).T\n",
    "\n",
    "  \n",
    "# Define mathematical function for curve fitting \n",
    "def func(xy, a, b, c): \n",
    "    x, y = xy\n",
    "    #a = 0.83 \n",
    "    return a * y**b * x**c\n",
    "  \n",
    "# Perform curve fitting \n",
    "popt, pcov = curve_fit(func, (x, y), z) \n",
    "  \n",
    "# Print optimized parameters \n",
    "print(popt)\n",
    "\n",
    "labelsx = ['$10^0$', '$10^1$']\n",
    "labelsy = ['$10^1$', '$10^2$']\n",
    "labelsz = ['$10^1$', '$10^2$']\n",
    "  \n",
    "# Create 3D plot of the data points and the fitted curve \n",
    "fig = plt.figure(figsize=(8, 7), dpi=100) \n",
    "ax = Axes3D(fig) \n",
    "ax = fig.add_subplot(111, projection='3d') \n",
    "ax.scatter(np.log10(x), np.log10(y), np.log10(z), color='blue')\n",
    "#ax.scatter(x, y, z, color='blue')\n",
    "x_range = np.linspace(1, 30, 100) \n",
    "y_range = np.linspace(20, 610, 600)  \n",
    "X, Y = np.meshgrid(x_range, y_range) \n",
    "Z = func((X, Y), *popt) \n",
    "ax.plot_surface(np.log10(X), np.log10(Y), np.log10(Z), color='red', alpha=0.5) \n",
    "#ax.plot_surface(X, Y, Z, color='red', alpha=0.5)\n",
    "ax.set_xlabel('Growth rate [$\\\\AA$/s]') \n",
    "ax.set_ylabel('Thickness [$\\\\AA$]') \n",
    "ax.set_zlabel('Roughness [$\\\\AA$]')\n",
    "\n",
    "ax.set_xticks([0, 1], labelsx)\n",
    "ax.set_yticks([1, 2], labelsy)\n",
    "ax.set_zticks([1, 2], labelsz)\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "afb5e70b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "TensorFlow2",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.18"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
